Academic Research Project Finder

I’m coordinating a short, one-on-one recording session in Mandarin that will feed into an academic research study. The call will take place over Zoom or Google Meet, last about ninety minutes, and revolve around questions about your own experiences—nothing technical or market-related, just everyday topics.

Because only one participant is on the line at a time, the atmosphere is relaxed and conversational. I record the audio on my side; you simply join the meeting, answer the questions naturally, and that’s it. Once the session is finished and the file is confirmed to be clear, I release a payment of $20–30 immediately through Freelancer.

To take part you must:

• be a native speaker from mainland China, Hong Kong, Taiwan, or Macau
• have a quiet environment, a stable internet connection, and a working microphone

Deliverable: your completed 1.5-hour recording captured during the live call.

If that suits you, send a quick note with your availability and preferred platform (Zoom or Google Meet), and I’ll reply with the scheduling link and consent form. Looking forward to hearing your story in your own words!

Skills: Translation, Transcription, Simplified Chinese Translator, Traditional Chinese (Hong Kong), English (US) Translator, Audio Editing, Language Tutoring, Zoom

I need help recruiting 15 academic faculty and staff from UAE universities/higher education institutions to participate in a research study. Participants should be Heads of Department, Program Coordinators, Associate Deans, or Faculty Members from Business, Engineering/Computer Science, and Humanities.

Participants will complete an online Google Form containing approximately 15 open-ended questions about their experiences with the transition to online learning, including digital readiness, teaching and learning, online assessment, long-term changes, and institutional resilience. It takes approximately 10–15 minutes to complete.

I will provide the questionnaire link. The freelancer's role is to identify and recruit eligible participants; participants must complete the questionnaire themselves. All participants must currently work at a higher education institution in the UAE.

Please apply only if you have genuine access to UAE university academic staff and can recruit across the required disciplines.

Skills: Research, Report Writing, Article Writing, Research Writing, Recruitment, Academic Writing, Academic Administration, Academic Research, Data Collection, Business Development

i have a specific job im looking to get done, i need someone to create a calibration report for me with certian cars and information for the report i can provide an examplem, i need someone consistent. i need it to be a ltitle different everytime so they dont look the same if it is somerthing you are interested in please let me know as soon as possible. i am going to attach an actual calibration report

Research assistant help collect and clean data. Write and estimate structural spatial models.

I’m seeking an experienced academic writer or researcher to help finalize and submit a near-complete manuscript written by my high-school-aged son. His current advisor is unexpectedly unavailable due to a family health situation.

The manuscript focuses on sports leadership and is already substantially developed. The freelancer would:

-Review and strengthen the draft, analysis and citations
-Format and prepare the manuscript for submission
- Assist with submission to JEI and reasonable follow-up revisions

Please share your academic background, publication experience, relevant examples and estimated timeline. Co-authorship may be considered if the selected person makes a meaningful intellectual contribution and meets the publication’s authorship requirements.

We can discuss the price, and you also have an opportunity to be listed as an author.

We are seeking an expert to support academic research and manuscript editing for a research paper. The role involves reviewing existing content, refining structure and clarity, improving academic tone, and ensuring the manuscript is polished and publication-ready. You should be comfortable working with complex research topics and delivering high-quality edits that strengthen the overall quality and readability of the paper. This is a part-time, ongoing opportunity for someone who can provide thoughtful, accurate, and professional support throughout the research and editing process.

I need notes for specific units only, not necessarily the complete subject. The units will be decided according to my requirement at the time of the order. For example, I may need 2 units of DSA, 2 units of DAA, 1 unit of another subject, or all 5 units of another subject.

Pricing
Core Subjects: ₹80 per unit
Other / Non-Core Subjects: ₹70 per unit
The price is calculated per unit, regardless of which unit it is.

Notes Requirements
The notes must be made according to the AKTU syllabus and exam pattern.

The main focus should be on 3S:
Simple – Very easy to understand and read.
Scoring – Written in a way that helps students score well in exams.
Sufficient – Content should be complete enough to properly answer the question according to its marks.

The notes should be written in simple English only. Do not use difficult vocabulary or unnecessary complicated explanations.

The complete notes should follow a proper flow, so that one topic naturally connects to the next.
The content must be sufficient for the marks allotted. For example, if a topic/question can be asked for 7 marks, the explanation should contain enough relevant content to properly write a 7-mark answer. Do not make answers unnecessarily short or incomplete.

The notes are primarily for students, so readability and simplicity are very important.

PYQs – VERY IMPORTANT
PYQs are a major part of the notes and must be given proper attention.
Wherever a PYQ is relevant to a particular topic, use the actual PYQ instead of creating a random/example question.
The complete PYQ question must be written, not just “PYQ”.
Clearly mention the AKTU year/session in which the question appeared, for example: AKTU 2023–24
The PYQ should be placed inside the relevant topic itself, exactly where it is useful.
After writing the complete PYQ, solve it properly.
If multiple relevant PYQs are available for a topic, include the important ones.
Do not unnecessarily create your own questions when a relevant AKTU PYQ is available.

Visual Explanation
Wherever something can be explained better visually, prefer a visual representation such as:
Diagrams
Flowcharts
Tables
Graphs
Illustrations
Step-by-step visual explanations
The goal is to make the concept easier to understand and remember.

Coding
Wherever code is required:
Provide the code itself.
Keep the code simple and student-friendly.
Explain the code in an easy way where required.
The code should be suitable for understanding and exam preparation, not unnecessarily complex.

Preferred Freelancer
Preferred freelancer should be an AKTU student.
The freelancer should have a good understanding of the AKTU syllabus and exam pattern.
The freelancer should be able to create detailed, well-structured, and sufficient notes whenever required.

Overall goal: The notes should be AKTU-oriented, simple, scoring, sufficient, well-structured, visually clear, and strongly focused on actual AKTU PYQs.

Demo Notes
Freelancers will be required to create and submit demo notes, which will be reviewed before selecting the freelancer for the actual work.

You are free to use AI tools whenever needed, but do not blindly copy-paste AI-generated content. All content must be properly reviewed, verified, and corrected before being included in the notes.

Skills: Copywriting, Technical Writing, Article Writing, Research Writing, Content Writing, Academic Writing, Academic Research, Educational Research, Instructional Design, Writing Tutoring

We are an academic research team conducting a study on public hospital board governance. We are looking for Tennessee residents to contact local hospitals.

Hello!
I'd like to invite you to take a look at the job I've posted.
Project overview: I’ve already written my bachelor’s thesis and need help professionally formatting it in Microsoft Word to match my university’s official guidelines. The goal is to submit a document that fully complies with all formatting requirements.
Content details: - Format an existing bachelor’s thesis document in Microsoft Word (no writing from scratch unless needed for formatting fixes).
- Follow the university formatting guide exactly (margins, font, line spacing, headings, page numbering, table of contents, etc.).
- Apply consistent styles (Heading 1/2/3, body text, captions) for clean structure and easy updates.
- Set up automatic elements where relevant (Table of Contents, lists of figures/tables, citations formatting if provided).
- Check layout consistency (spacing, widows/orphans, paragraph alignment, hyphenation) and fix common formatting issues.
- Deliver final editable Word file (.docx) and, if needed, a submission-ready PDF.
Additional information: - I’m not very good at using Word, so I need someone to handle the formatting end-to-end.
- I will provide the university’s formatting requirements/guidelines for you to follow.

AI-Based Football Video Analytics – Research Project

I’m looking for an AI/ML + Computer Vision developer/researcher to develop an experimental research prototype + research paper on:

“AI-Based Low-Cost Video Analytics System for Assisting Grassroots Football Talent Identification.”

Project Scope

I already have football video footage. The goal is to build a research-level prototype, not a commercial application.

Workflow:
Football Video → Preprocessing → Player Detection (YOLO) → Player Tracking (ByteTrack/BoT-SORT) → Movement/Position Analysis → Feature Extraction → Player Performance Metrics → Analytical Player Profile

Possible metrics include distance, estimated speed, movement intensity, trajectories, field/zone coverage, and other reliably measurable indicators.

Experimental Requirements

The implementation must produce genuine quantitative results, including where applicable:

-Detection: Precision, Recall, F1, mAP
-Tracking: IDF1, ID switches/MOTA
-Performance: FPS, processing time
-Player-wise performance analysis
-Graphs, tables and visualized/annotated video results
-Model/approach comparison where feasible

No fabricated results.

Research Paper Format

Abstract → Keywords → Introduction → Literature Review & Research Gap → Methodology → Dataset & Experimental Setup → Experiments & Results → Comparative Analysis → Discussion → Limitations → Conclusion → Future Work → References

The paper should include system architecture/workflow, literature comparison table, methodology diagrams, experimental tables/graphs, and relevant visual results.

Technology

Python, OpenCV, YOLO/PyTorch, ByteTrack/BoT-SORT or suitable alternatives. Pretrained models are acceptable; no need to build a model from scratch.

Deliverables
-Working prototype + source code
-Experimental results
-Tables/graphs/visualizations
-Architecture/workflow diagram
-Complete research paper
-Proper academic references

Publication Goal:
Target a legitimate peer-reviewed Scopus-indexed venue, preferably a suitable IEEE/Springer or other relevant journal/conference, subject to the final quality and current indexing status.

Important: This is a research prototype + experimental paper, not a full commercial software system. I already have the football footage.

Please apply only if you have experience in Computer Vision/YOLO, tracking, Python, sports analytics and academic research.

Skills: Python, Statistics, Machine Learning (ML), Big Data Sales, Statistical Analysis, Data Science, Data Visualization, Data Analysis, Computer Vision, YOLO

We are looking for a native European Portuguese speaker (PT-PT) to review Portuguese translations of documents produced as part of a three-year Erasmus+ project.

The project focuses on bullying and cyberbullying prevention in preschool/early-years education in the Mediterranean region. It is an international European project involving partners from several countries.

The documents are educational and training materials intended for teachers and other education professionals. The main document is a project deliverable containing the content and structure of modules for an online teacher training course.

There are two documents to review:

1) Main document: approximately 160 pages, although contains some figures, tables and other non-text content.
2) Quiz document: approximately 8 pages of quiz questions.

Both documents have already been translated into Portuguese using machine translation. We will provide the English original alongside the Portuguese version.

We need a native Portuguese speaker to check that the Portuguese:

* reads naturally to a European Portuguese speaker;
* is grammatically correct and clear;
* uses appropriate and consistent terminology;
* accurately conveys the meaning of the English original;
* does not contain obvious machine-translation errors or awkward phrasing.

Please use Track Changes and/or comments in Microsoft Word so that we can see the corrections and suggestions.

This is not a full retranslation and we are not looking for a literary or highly detailed editorial rewrite. The aim is a careful native-speaker linguistic QA check: identify and correct language that is incorrect, unnatural, unclear or obviously mistranslated.

You do not need to fact-check the educational content or independently verify the research. The English original will be provided as a reference when checking meaning.

Requirements:

* Native European Portuguese (PT-PT) speaker — essential.
* Excellent written Portuguese.
* Good written English or Spanish, sufficient to compare the Portuguese against the English/Spanish original.
* Experience in proofreading, editing, translation or reviewing machine-translated text.
* Comfortable using Microsoft Word Track Changes/comments.
* Able to work independently and meet a short deadline.
* Experience with educational, academic, research or EU/Erasmus+ project documents would be an advantage.

We need the work completed as soon as possible, ideally within 48 hours of starting. Please only apply if you are available to start immediately.

Budget: €300 fixed price for both documents.

Seeking a freelancer to support research proposal development, grant writing, literature reviews, academic editing, and professional report writing for projects in public health, nutrition, maternal and child health, and biomedical research. The ideal candidate can help shape clear, evidence-based proposals, strengthen manuscript quality, and deliver polished written outputs for academic and professional audiences. Experience working on research-focused documents and collaborating on complex projects is important.

**AI Assistant Needed: Sports Content Research**

**The job:** Produce accurate sports content — venue, governing body, founding year, notable records, related events — for the sports catalog, using AI-driven research.

**Core skill:** Rigorous quality control over AI-generated research, both qualitative and quantitative.

**Skills required:**
- Strong command of AI research tools/methods to generate content at scale
- Critical evaluation of AI output — catching hallucinations, unsupported claims, and subtle factual errors rather than accepting first-pass results
- Quantitative verification — checking figures, counts, and records against source data rather than trusting them at face value
- Qualitative judgment — knowing when similar-sounding organizations or categories have actually been conflated (e.g., distinct sports movements mixed together)
- Discipline to independently verify final output against source material before considering anything complete.

The work will spread over at least 4 weeks around 20 hours weekly. Possibility to become ongoing after that.

I need a PhD-level writer to rephrase my research proposal on sports law and regulution in Saudi Arabia

Requirements:
- Expertise in sports law, particularly in arbitration and disputes
- Ability to retain specific key terms and concepts (to be provided by me)
- Advanced academic writing skills at a PhD level

The final output should be clear, concise, and professionally articulated, while preserving the integrity of my original ideas and key terms.

Skills: Proofreading, Editing, Legal Research, Research Writing, Article Rewriting, Proposal Writing, Legal Writing, Academic Writing, Academic Research

Deepgram is hiring motivated native Polish speakers to join our transcription team and help scale Polish operations. You’ll be a part of a growing team that contributes to improve our AI-powered speech recognition (ASR) products.

This remote freelance role is ideal for people who enjoy language, listening carefully, and working with audio. Many of our best labelers didn’t have prior transcriptionist experience when applying. Some only had experience in 1 or 2 of these fields: translation, localization, proofreading, copywriting, teaching, linguistics, virtual assistance, data entry, subtitling, captioning, audio engineering, music production, voice over, podcasting, content writing, or academic research.

Please read carefully to know if you’re a good fit.
-- Pay: 30 USD per audio hour transcribed
-- Rate is based on audio length, not time spent
-- Engagement: Long term freelance contract

What You’ll Do (in order of relevance):
1. Edit and finalize transcripts of Polish audio of different lengths, topics, and difficulty levels
-- You do not start from a blank page
-- You work from a draft generated by Deepgram ASR and correct it for accuracy, punctuation, and style
2. Apply the Style Guide and project rules consistently
3. Flag issues in audio, guidelines, or tooling and report them to the Project Lead
4. Collaborate with the team in shared docs (Google Docs or Sheets) when needed

Who This Role Is For
-- You could be a strong match if you:
-- Are a native Polish speaker, or you have a native-like knowledge
-- Are comfortable with pay per audio hour (audio length based, not time spent)
-- Are willing to commit long term and meet a weekly quota with steady output
-- Communicate clearly, respond to messages, and hit deadlines
-- Are detail oriented and enjoy language, even if your background is not in transcription

Tools & Setup:
You will use:
-- Deepgram’s online transcription platform
-- A project specific Style Guide with detailed examples
-- User guides and training materials

You will need:
-- A computer with Chrome (desktop or laptop)
-- Headphones or reliable speakers
-- Stable internet connection

Data and Confidentiality:
-- You will sign Deepgram Best Practices and an NDA
-- You agree not to upload audio or text to third party AI or ASR services
-- Some files may contain sensitive or challenging content in exceptional cases

Onboarding & Assessment:
-- Submit your proposal through Upwork.
-- Complete the skills assessment linked in the Upwork job post. This assessment is used solely to evaluate your skills as part of the candidate vetting process.
-- The assessment is separate from project work and will not be used to produce deliverables for Deepgram.
-- Recommended time: Set aside approximately 45 minutes to complete the assessment. There is no time limit, but the assessment currently does not have save functionality, so please make sure you have enough uninterrupted time to complete it in one sitting.
-- Please keep all pre-contract communication through Upwork. The assessment does not require you to provide contact information or communicate outside of Upwork.

Assessment portal: https://labeling-portal.deepspace.deepgram.com/candidate

About Deepgram:
-- At Deepgram, our mission is to be the speech company. We deliver world-class automatic speech recognition (ASR) powered by patented, end-to-end deep learning models tailored to each client’s needs. Our technology enables teams to build next-generation tools, from medical voice assistants to speech search for challenging dialects and accents.

Deepgram is hiring motivated native Hindi speakers to join our transcription team and help scale Hindi operations. You’ll be a part of a growing team that contributes to improve our AI-powered speech recognition (ASR) products.

This remote freelance role is ideal for people who enjoy language, listening carefully, and working with audio. Many of our best labelers didn’t have prior transcriptionist experience when applying. Some only had experience in 1 or 2 of these fields: translation, localization, proofreading, copywriting, teaching, linguistics, virtual assistance, data entry, subtitling, captioning, audio engineering, music production, voice over, podcasting, content writing, or academic research.

Please read carefully to know if you’re a good fit.
-- Pay: 25 USD per audio hour transcribed
-- Rate is based on audio length, not time spent
-- Engagement: Long term freelance contract

What You’ll Do (in order of relevance):
1. Edit and finalize transcripts of Hindi audio of different lengths, topics, and difficulty levels
-- You do not start from a blank page
-- You work from a draft generated by Deepgram ASR and correct it for accuracy, punctuation, and style
2. Apply the Style Guide and project rules consistently
3. Flag issues in audio, guidelines, or tooling and report them to the Project Lead
4. Collaborate with the team in shared docs (Google Docs or Sheets) when needed

Who This Role Is For
-- You could be a strong match if you:
-- Are a native Hindi speaker, or you have a native-like knowledge
-- Are comfortable with pay per audio hour (audio length based, not time spent)
-- Are willing to commit long term and meet a weekly quota with steady output
-- Communicate clearly, respond to messages, and hit deadlines
-- Are detail oriented and enjoy language, even if your background is not in transcription

Tools & Setup:
You will use:
-- Deepgram’s online transcription platform
-- A project specific Style Guide with detailed examples
-- User guides and training materials

You will need:
-- A computer with Chrome (desktop or laptop)
-- Headphones or reliable speakers
-- Stable internet connection

Data and Confidentiality:
-- You will sign Deepgram Best Practices and an NDA
-- You agree not to upload audio or text to third party AI or ASR services
-- Some files may contain sensitive or challenging content in exceptional cases

Onboarding & Assessment:
-- Submit your proposal through Upwork.
-- Complete the skills assessment linked in the Upwork job post. This assessment is used solely to evaluate your skills as part of the candidate vetting process.
-- The assessment is separate from project work and will not be used to produce deliverables for Deepgram.
-- Recommended time: Set aside approximately 45 minutes to complete the assessment. There is no time limit, but the assessment currently does not have save functionality, so please make sure you have enough uninterrupted time to complete it in one sitting.
-- Please keep all pre-contract communication through Upwork. The assessment does not require you to provide contact information or communicate outside of Upwork.

Assessment portal: https://labeling-portal.deepspace.deepgram.com/candidate

About Deepgram:
-- At Deepgram, our mission is to be the speech company. We deliver world-class automatic speech recognition (ASR) powered by patented, end-to-end deep learning models tailored to each client’s needs. Our technology enables teams to build next-generation tools, from medical voice assistants to speech search for challenging dialects and accents.

Deepgram is hiring motivated native Thai speakers to join our transcription team and help scale Thai operations. You’ll be a part of a growing team that contributes to improve our AI-powered speech recognition (ASR) products.

This remote freelance role is ideal for people who enjoy language, listening carefully, and working with audio. Many of our best labelers didn’t have prior transcriptionist experience when applying. Some only had experience in 1 or 2 of these fields: translation, localization, proofreading, copywriting, teaching, linguistics, virtual assistance, data entry, subtitling, captioning, audio engineering, music production, voice over, podcasting, content writing, or academic research.

Please read carefully to know if you’re a good fit.
-- Pay: 30 USD per audio hour transcribed
-- Rate is based on audio length, not time spent
-- Engagement: Long term freelance contract

What You’ll Do (in order of relevance):
1. Edit and finalize transcripts of Thai audio of different lengths, topics, and difficulty levels
-- You do not start from a blank page
-- You work from a draft generated by Deepgram ASR and correct it for accuracy, punctuation, and style
2. Apply the Style Guide and project rules consistently
3. Flag issues in audio, guidelines, or tooling and report them to the Project Lead
4. Collaborate with the team in shared docs (Google Docs or Sheets) when needed

Who This Role Is For
-- You could be a strong match if you:
-- Are a native Thai speaker, or you have a native-like knowledge
-- Are comfortable with pay per audio hour (audio length based, not time spent)
-- Are willing to commit long term and meet a weekly quota with steady output
-- Communicate clearly, respond to messages, and hit deadlines
-- Are detail oriented and enjoy language, even if your background is not in transcription

Tools & Setup:
You will use:
-- Deepgram’s online transcription platform
-- A project specific Style Guide with detailed examples
-- User guides and training materials

You will need:
-- A computer with Chrome (desktop or laptop)
-- Headphones or reliable speakers
-- Stable internet connection

Data and Confidentiality:
-- You will sign Deepgram Best Practices and an NDA
-- You agree not to upload audio or text to third party AI or ASR services
-- Some files may contain sensitive or challenging content in exceptional cases

Onboarding & Assessment:
-- Submit your proposal through Upwork.
-- Complete the skills assessment linked in the Upwork job post. This assessment is used solely to evaluate your skills as part of the candidate vetting process.
-- The assessment is separate from project work and will not be used to produce deliverables for Deepgram.
-- Recommended time: Set aside approximately 45 minutes to complete the assessment. There is no time limit, but the assessment currently does not have save functionality, so please make sure you have enough uninterrupted time to complete it in one sitting.
-- Please keep all pre-contract communication through Upwork. The assessment does not require you to provide contact information or communicate outside of Upwork.

Assessment portal: https://labeling-portal.deepspace.deepgram.com/candidate

About Deepgram:
-- At Deepgram, our mission is to be the speech company. We deliver world-class automatic speech recognition (ASR) powered by patented, end-to-end deep learning models tailored to each client’s needs. Our technology enables teams to build next-generation tools, from medical voice assistants to speech search for challenging dialects and accents.

Deepgram is hiring motivated native Urdu speakers to join our transcription team and help scale Urdu operations. You’ll be a part of a growing team that contributes to improve our AI-powered speech recognition (ASR) products.

This remote freelance role is ideal for people who enjoy language, listening carefully, and working with audio. Many of our best labelers didn’t have prior transcriptionist experience when applying. Some only had experience in 1 or 2 of these fields: translation, localization, proofreading, copywriting, teaching, linguistics, virtual assistance, data entry, subtitling, captioning, audio engineering, music production, voice over, podcasting, content writing, or academic research.

Please read carefully to know if you’re a good fit.
-- Pay: 25 USD per audio hour transcribed
-- Rate is based on audio length, not time spent
-- Engagement: Long term freelance contract

What You’ll Do (in order of relevance):
1. Edit and finalize transcripts of Urdu audio of different lengths, topics, and difficulty levels
-- You do not start from a blank page
-- You work from a draft generated by Deepgram ASR and correct it for accuracy, punctuation, and style
2. Apply the Style Guide and project rules consistently
3. Flag issues in audio, guidelines, or tooling and report them to the Project Lead
4. Collaborate with the team in shared docs (Google Docs or Sheets) when needed

Who This Role Is For
-- You could be a strong match if you:
-- Are a native Urdu speaker, or you have a native-like knowledge
-- Are comfortable with pay per audio hour (audio length based, not time spent)
-- Are willing to commit long term and meet a weekly quota with steady output
-- Communicate clearly, respond to messages, and hit deadlines
-- Are detail oriented and enjoy language, even if your background is not in transcription

Tools & Setup:
You will use:
-- Deepgram’s online transcription platform
-- A project specific Style Guide with detailed examples
-- User guides and training materials

You will need:
-- A computer with Chrome (desktop or laptop)
-- Headphones or reliable speakers
-- Stable internet connection

Data and Confidentiality:
-- You will sign Deepgram Best Practices and an NDA
-- You agree not to upload audio or text to third party AI or ASR services
-- Some files may contain sensitive or challenging content in exceptional cases

Onboarding & Assessment:
-- Submit your proposal through Upwork.
-- Complete the skills assessment linked in the Upwork job post. This assessment is used solely to evaluate your skills as part of the candidate vetting process.
-- The assessment is separate from project work and will not be used to produce deliverables for Deepgram.
-- Recommended time: Set aside approximately 45 minutes to complete the assessment. There is no time limit, but the assessment currently does not have save functionality, so please make sure you have enough uninterrupted time to complete it in one sitting.
-- Please keep all pre-contract communication through Upwork. The assessment does not require you to provide contact information or communicate outside of Upwork.

Assessment portal: https://labeling-portal.deepspace.deepgram.com/candidate

About Deepgram:
-- At Deepgram, our mission is to be the speech company. We deliver world-class automatic speech recognition (ASR) powered by patented, end-to-end deep learning models tailored to each client’s needs. Our technology enables teams to build next-generation tools, from medical voice assistants to speech search for challenging dialects and accents.

Deepgram is hiring motivated native Ukrainian speakers to join our transcription team and help scale Ukrainian operations. You’ll be a part of a growing team that contributes to improve our AI-powered speech recognition (ASR) products.

This remote freelance role is ideal for people who enjoy language, listening carefully, and working with audio. Many of our best labelers didn’t have prior transcriptionist experience when applying. Some only had experience in 1 or 2 of these fields: translation, localization, proofreading, copywriting, teaching, linguistics, virtual assistance, data entry, subtitling, captioning, audio engineering, music production, voice over, podcasting, content writing, or academic research.

Please read carefully to know if you’re a good fit.
-- Pay: 30 USD per audio hour transcribed
-- Rate is based on audio length, not time spent
-- Engagement: Long term freelance contract

What You’ll Do (in order of relevance):
1. Edit and finalize transcripts of Ukrainian audio of different lengths, topics, and difficulty levels
-- You do not start from a blank page
-- You work from a draft generated by Deepgram ASR and correct it for accuracy, punctuation, and style
2. Apply the Style Guide and project rules consistently
3. Flag issues in audio, guidelines, or tooling and report them to the Project Lead
4. Collaborate with the team in shared docs (Google Docs or Sheets) when needed

Who This Role Is For
-- You could be a strong match if you:
-- Are a native Ukrainian speaker, or you have a native-like knowledge
-- Are comfortable with pay per audio hour (audio length based, not time spent)
-- Are willing to commit long term and meet a weekly quota with steady output
-- Communicate clearly, respond to messages, and hit deadlines
-- Are detail oriented and enjoy language, even if your background is not in transcription

Tools & Setup:
You will use:
-- Deepgram’s online transcription platform
-- A project specific Style Guide with detailed examples
-- User guides and training materials

You will need:
-- A computer with Chrome (desktop or laptop)
-- Headphones or reliable speakers
-- Stable internet connection

Data and Confidentiality:
-- You will sign Deepgram Best Practices and an NDA
-- You agree not to upload audio or text to third party AI or ASR services
-- Some files may contain sensitive or challenging content in exceptional cases

Onboarding & Assessment:
-- Submit your proposal through Upwork.
-- Complete the skills assessment linked in the Upwork job post. This assessment is used solely to evaluate your skills as part of the candidate vetting process.
-- The assessment is separate from project work and will not be used to produce deliverables for Deepgram.
-- Recommended time: Set aside approximately 45 minutes to complete the assessment. There is no time limit, but the assessment currently does not have save functionality, so please make sure you have enough uninterrupted time to complete it in one sitting.
-- Please keep all pre-contract communication through Upwork. The assessment does not require you to provide contact information or communicate outside of Upwork.

Assessment portal: https://labeling-portal.deepspace.deepgram.com/candidate

About Deepgram:
-- At Deepgram, our mission is to be the speech company. We deliver world-class automatic speech recognition (ASR) powered by patented, end-to-end deep learning models tailored to each client’s needs. Our technology enables teams to build next-generation tools, from medical voice assistants to speech search for challenging dialects and accents.

Deepgram is hiring motivated native Marathi speakers to join our transcription team and help scale Marathi operations. You’ll be a part of a growing team that contributes to improve our AI-powered speech recognition (ASR) products.

This remote freelance role is ideal for people who enjoy language, listening carefully, and working with audio. Many of our best labelers didn’t have prior transcriptionist experience when applying. Some only had experience in 1 or 2 of these fields: translation, localization, proofreading, copywriting, teaching, linguistics, virtual assistance, data entry, subtitling, captioning, audio engineering, music production, voice over, podcasting, content writing, or academic research.

Please read carefully to know if you’re a good fit.
-- Pay: 25 USD per audio hour transcribed
-- Rate is based on audio length, not time spent
-- Engagement: Long term freelance contract

What You’ll Do (in order of relevance):
1. Edit and finalize transcripts of Marathi audio of different lengths, topics, and difficulty levels
-- You do not start from a blank page
-- You work from a draft generated by Deepgram ASR and correct it for accuracy, punctuation, and style
2. Apply the Style Guide and project rules consistently
3. Flag issues in audio, guidelines, or tooling and report them to the Project Lead
4. Collaborate with the team in shared docs (Google Docs or Sheets) when needed

Who This Role Is For
-- You could be a strong match if you:
-- Are a native Marathi speaker, or you have a native-like knowledge
-- Are comfortable with pay per audio hour (audio length based, not time spent)
-- Are willing to commit long term and meet a weekly quota with steady output
-- Communicate clearly, respond to messages, and hit deadlines
-- Are detail oriented and enjoy language, even if your background is not in transcription

Tools & Setup:
You will use:
-- Deepgram’s online transcription platform
-- A project specific Style Guide with detailed examples
-- User guides and training materials

You will need:
-- A computer with Chrome (desktop or laptop)
-- Headphones or reliable speakers
-- Stable internet connection

Data and Confidentiality:
-- You will sign Deepgram Best Practices and an NDA
-- You agree not to upload audio or text to third party AI or ASR services
-- Some files may contain sensitive or challenging content in exceptional cases

Onboarding & Assessment:
-- Submit your proposal through Upwork.
-- Complete the skills assessment linked in the Upwork job post. This assessment is used solely to evaluate your skills as part of the candidate vetting process.
-- The assessment is separate from project work and will not be used to produce deliverables for Deepgram.
-- Recommended time: Set aside approximately 45 minutes to complete the assessment. There is no time limit, but the assessment currently does not have save functionality, so please make sure you have enough uninterrupted time to complete it in one sitting.
-- Please keep all pre-contract communication through Upwork. The assessment does not require you to provide contact information or communicate outside of Upwork.

Assessment portal: https://labeling-portal.deepspace.deepgram.com/candidate

About Deepgram:
-- At Deepgram, our mission is to be the speech company. We deliver world-class automatic speech recognition (ASR) powered by patented, end-to-end deep learning models tailored to each client’s needs. Our technology enables teams to build next-generation tools, from medical voice assistants to speech search for challenging dialects and accents.

Deepgram is hiring motivated native Punjabi speakers to join our transcription team and help scale Punjabi operations. You’ll be a part of a growing team that contributes to improve our AI-powered speech recognition (ASR) products.

This remote freelance role is ideal for people who enjoy language, listening carefully, and working with audio. Many of our best labelers didn’t have prior transcriptionist experience when applying. Some only had experience in 1 or 2 of these fields: translation, localization, proofreading, copywriting, teaching, linguistics, virtual assistance, data entry, subtitling, captioning, audio engineering, music production, voice over, podcasting, content writing, or academic research.

Please read carefully to know if you’re a good fit.
-- Pay: 25 USD per audio hour transcribed
-- Rate is based on audio length, not time spent
-- Engagement: Long term freelance contract

What You’ll Do (in order of relevance):
1. Edit and finalize transcripts of Punjabi audio of different lengths, topics, and difficulty levels
-- You do not start from a blank page
-- You work from a draft generated by Deepgram ASR and correct it for accuracy, punctuation, and style
2. Apply the Style Guide and project rules consistently
3. Flag issues in audio, guidelines, or tooling and report them to the Project Lead
4. Collaborate with the team in shared docs (Google Docs or Sheets) when needed

Who This Role Is For
-- You could be a strong match if you:
-- Are a native Punjabi speaker, or you have a native-like knowledge
-- Are comfortable with pay per audio hour (audio length based, not time spent)
-- Are willing to commit long term and meet a weekly quota with steady output
-- Communicate clearly, respond to messages, and hit deadlines
-- Are detail oriented and enjoy language, even if your background is not in transcription

Tools & Setup:
You will use:
-- Deepgram’s online transcription platform
-- A project specific Style Guide with detailed examples
-- User guides and training materials

You will need:
-- A computer with Chrome (desktop or laptop)
-- Headphones or reliable speakers
-- Stable internet connection

Data and Confidentiality:
-- You will sign Deepgram Best Practices and an NDA
-- You agree not to upload audio or text to third party AI or ASR services
-- Some files may contain sensitive or challenging content in exceptional cases

Onboarding & Assessment:
-- Submit your proposal through Upwork.
-- Complete the skills assessment linked in the Upwork job post. This assessment is used solely to evaluate your skills as part of the candidate vetting process.
-- The assessment is separate from project work and will not be used to produce deliverables for Deepgram.
-- Recommended time: Set aside approximately 45 minutes to complete the assessment. There is no time limit, but the assessment currently does not have save functionality, so please make sure you have enough uninterrupted time to complete it in one sitting.
-- Please keep all pre-contract communication through Upwork. The assessment does not require you to provide contact information or communicate outside of Upwork.

Assessment portal: https://labeling-portal.deepspace.deepgram.com/candidate

About Deepgram:
-- At Deepgram, our mission is to be the speech company. We deliver world-class automatic speech recognition (ASR) powered by patented, end-to-end deep learning models tailored to each client’s needs. Our technology enables teams to build next-generation tools, from medical voice assistants to speech search for challenging dialects and accents.

Deepgram is hiring motivated native Kannada speakers to join our transcription team and help scale Kannada operations. You’ll be a part of a growing team that contributes to improve our AI-powered speech recognition (ASR) products.

This remote freelance role is ideal for people who enjoy language, listening carefully, and working with audio. Many of our best labelers didn’t have prior transcriptionist experience when applying. Some only had experience in 1 or 2 of these fields: translation, localization, proofreading, copywriting, teaching, linguistics, virtual assistance, data entry, subtitling, captioning, audio engineering, music production, voice over, podcasting, content writing, or academic research.

Please read carefully to know if you’re a good fit.
-- Pay: 25 USD per audio hour transcribed
-- Rate is based on audio length, not time spent
-- Engagement: Long term freelance contract

What You’ll Do (in order of relevance):
1. Edit and finalize transcripts of Kannada audio of different lengths, topics, and difficulty levels
-- You do not start from a blank page
-- You work from a draft generated by Deepgram ASR and correct it for accuracy, punctuation, and style
2. Apply the Style Guide and project rules consistently
3. Flag issues in audio, guidelines, or tooling and report them to the Project Lead
4. Collaborate with the team in shared docs (Google Docs or Sheets) when needed

Who This Role Is For
-- You could be a strong match if you:
-- Are a native Kannada speaker, or you have a native-like knowledge
-- Are comfortable with pay per audio hour (audio length based, not time spent)
-- Are willing to commit long term and meet a weekly quota with steady output
-- Communicate clearly, respond to messages, and hit deadlines
-- Are detail oriented and enjoy language, even if your background is not in transcription

Tools & Setup:
You will use:
-- Deepgram’s online transcription platform
-- A project specific Style Guide with detailed examples
-- User guides and training materials

You will need:
-- A computer with Chrome (desktop or laptop)
-- Headphones or reliable speakers
-- Stable internet connection

Data and Confidentiality:
-- You will sign Deepgram Best Practices and an NDA
-- You agree not to upload audio or text to third party AI or ASR services
-- Some files may contain sensitive or challenging content in exceptional cases

Onboarding & Assessment:
-- Submit your proposal through Upwork.
-- Complete the skills assessment linked in the Upwork job post. This assessment is used solely to evaluate your skills as part of the candidate vetting process.
-- The assessment is separate from project work and will not be used to produce deliverables for Deepgram.
-- Recommended time: Set aside approximately 45 minutes to complete the assessment. There is no time limit, but the assessment currently does not have save functionality, so please make sure you have enough uninterrupted time to complete it in one sitting.
-- Please keep all pre-contract communication through Upwork. The assessment does not require you to provide contact information or communicate outside of Upwork.

Assessment portal: https://labeling-portal.deepspace.deepgram.com/candidate

About Deepgram:
-- At Deepgram, our mission is to be the speech company. We deliver world-class automatic speech recognition (ASR) powered by patented, end-to-end deep learning models tailored to each client’s needs. Our technology enables teams to build next-generation tools, from medical voice assistants to speech search for challenging dialects and accents.

Deepgram is hiring motivated native Catalan speakers to join our transcription team and help scale Catalan operations. You’ll be a part of a growing team that contributes to improve our AI-powered speech recognition (ASR) products.

This remote freelance role is ideal for people who enjoy language, listening carefully, and working with audio. Many of our best labelers didn’t have prior transcriptionist experience when applying. Some only had experience in 1 or 2 of these fields: translation, localization, proofreading, copywriting, teaching, linguistics, virtual assistance, data entry, subtitling, captioning, audio engineering, music production, voice over, podcasting, content writing, or academic research.

Please read carefully to know if you’re a good fit.
-- Pay: 30 USD per audio hour transcribed
-- Rate is based on audio length, not time spent
-- Engagement: Long term freelance contract

What You’ll Do (in order of relevance):
1. Edit and finalize transcripts of Catalan audio of different lengths, topics, and difficulty levels
-- You do not start from a blank page
-- You work from a draft generated by Deepgram ASR and correct it for accuracy, punctuation, and style
2. Apply the Style Guide and project rules consistently
3. Flag issues in audio, guidelines, or tooling and report them to the Project Lead
4. Collaborate with the team in shared docs (Google Docs or Sheets) when needed

Who This Role Is For
-- You could be a strong match if you:
-- Are a native Catalan speaker, or you have a native-like knowledge
-- Are comfortable with pay per audio hour (audio length based, not time spent)
-- Are willing to commit long term and meet a weekly quota with steady output
-- Communicate clearly, respond to messages, and hit deadlines
-- Are detail oriented and enjoy language, even if your background is not in transcription

Tools & Setup:
You will use:
-- Deepgram’s online transcription platform
-- A project specific Style Guide with detailed examples
-- User guides and training materials

You will need:
-- A computer with Chrome (desktop or laptop)
-- Headphones or reliable speakers
-- Stable internet connection

Data and Confidentiality:
-- You will sign Deepgram Best Practices and an NDA
-- You agree not to upload audio or text to third party AI or ASR services
-- Some files may contain sensitive or challenging content in exceptional cases

Onboarding & Assessment:
-- Submit your proposal through Upwork.
-- Complete the skills assessment linked in the Upwork job post. This assessment is used solely to evaluate your skills as part of the candidate vetting process.
-- The assessment is separate from project work and will not be used to produce deliverables for Deepgram.
-- Recommended time: Set aside approximately 45 minutes to complete the assessment. There is no time limit, but the assessment currently does not have save functionality, so please make sure you have enough uninterrupted time to complete it in one sitting.
-- Please keep all pre-contract communication through Upwork. The assessment does not require you to provide contact information or communicate outside of Upwork.

Assessment portal: https://labeling-portal.deepspace.deepgram.com/candidate

About Deepgram:
-- At Deepgram, our mission is to be the speech company. We deliver world-class automatic speech recognition (ASR) powered by patented, end-to-end deep learning models tailored to each client’s needs. Our technology enables teams to build next-generation tools, from medical voice assistants to speech search for challenging dialects and accents.

We are seeking a Research Methodologist / Mixed-Methods Researcher to support an international market validation study for a digital platform supporting neurodivergent children. This work is part of a Horizon Europe project and will involve parents, professionals, and institutions across multiple countries. The foundation, including the research framework, literature review, research gap, and hypotheses H1–H9, has already been developed and approved. The role includes refining the research methodology, developing the sampling strategy, operationalising hypotheses into variables, indicators, questions, and analysis methods, creating research instruments for qualitative and quantitative phases, and ensuring cross-country comparability of data. Experience with Horizon Europe or other EU-funded projects is highly valued.

Looking for a researcher and writer fascinated by decision-making psychology, behavioral science, and practical communication to break down two specific concepts or phenomena.

We will provide the two concepts. For each one, your job is to:

- Track down the core academic research and key studies behind it, citing the primary sources.
- Unpack the underlying mental model and explain the mechanism in plain, engaging English.
- Translate the academic theory into real-world communication and presentation takeaways, showing how it impacts how an audience actually decides.

No textbook drone, academic stiffness, or corporate buzzwords. The tone should be direct, sharp, and conversational, while remaining completely rigorous on the science. AI can be used to bounce ideas of of, but we use AI a lot and have not gotten decent output for content in this area. We are looking for someone who loves to write and who's beautiful human voice will come through in the writing.

Scope & Next Steps:
- This initial contract is for research, writing, and referencing two overviews.
- If the style, research depth, and turnaround are a great fit, there is a steady pipeline of concepts to turn this into regular ongoing work.

To Apply:
Please share 2 to 3 writing samples that demonstrate your ability to translate academic or psychological research into accessible, engaging writing, along with your flat rate for delivering these initial two referenced pieces.

Feel free to ask any questions!

I am looking for an experienced Business & Tourism Management academic researcher to provide support and guidance for two connected Level 6 Dissertation assignments.

Assignment 1 – Presentation

* 15 slides
* 2,000 words of speaker notes
* 25% weighting
* Based on the same dissertation research

It needs to cover the (research problem,aim, objectives, research questions, literature review, research gap, theory/conceptual framework, methodology, Saunders' Research Onion, data collection, analysis, findings, conclusions and recommendations).

Assignment 2 – Dissertation

* 6,000 words
* 75% weighting
* Must follow the required five-chapter structure:

1. Introduction
2. Literature Review
3. Research Methodology
4. Data Analysis & Discussion
5. Conclusion & Recommendations

Main Requirements

The two assignments must be consistent and based on the same research topic. The research should have a clear connection between the problem, aim, objectives, questions, literature, methodology, findings and conclusions.

I need strong critical analysis, not simply descriptive writing.

References – Very Important

All references must be real, genuine and verifiable.

Please do NOT use:

* Fake or invented references
* AI-generated/fabricated citations
* Fake DOI numbers
* Non-existent journal articles
* Irrelevant sources

Academic sources should preferably come from peer-reviewed journals, academic books and recognised databases such as Scopus, Web of Science, ScienceDirect, Emerald, JSTOR, Sage and Business Source Complete.

The dissertation requires at least 30 relevant and contemporary sources. Where existing academic publications are being used as the research data, the brief requires at least 5 research articles per objective


Real-Life Examples / Case Studies

Relevant real-world business or tourism examples and case studies should be included to support and justify important arguments.

Examples must be:

* Genuine and factually accurate
* Relevant to the research topic
* Supported by reliable sources
* Properly referenced
* Used critically to support the argument, not simply added for description

Freelancer Requirements

Please apply only if you have:

* Level 6 dissertation/research experience
* Business & Tourism Management knowledge
* Strong literature-review skills
* Knowledge of Saunders' Research Onion
* Experience with academic research databases
* Strong critical analysis skills
* Good knowledge of CCCU Harvard referencing
* Experience using real-world case studies.

Skills: Research, Report Writing, Research Writing, Business Analysis, Academic Writing, Data Analysis, Academic Research, Data Collection, Business Management

I'm an undergraduate Biology major writing my Honors College Thesis on AI in healthcare, and I'm looking for a tutor/mentor to guide me through the process. I want someone who can teach me how to find and evaluate sources, structure my research, and give feedback on drafts. We'd meet weekly via video call. The proposal is due November, with the full thesis due in May.

We are seeking an experienced computational biology / structural bioinformatics researcher to mentor the revision of an existing academic research manuscript based on computational biology.

The research, computational pipeline, results, and manuscript are already developed and improved. We need someone to:

1) Critically review the methodology and manuscript.
2) Identify and help implement the necessary computational improvements/controls.
3) Strengthen WT-vs-mutant comparison, docking validation, selectivity/off-target analysis, reproducibility, uncertainty, and biological/pharmacological interpretation
4) Work with the student to revise and strengthen the manuscript
5)Help address scientific questions or revision requests from journal reviewers through publication.
6) Be a mentor and co author

Budget Limit: $1,500.

PhD/PhD candidate/postdoc with relevant publication experience preferred.

This is a research mentorship/collaboration, not ghostwriting. Co-authorship may be considered only if the mentor makes a substantial scientific contribution that meets the journal’s authorship requirements.

Job Description

Summit Institute is an academic research mentoring organization that provides high school students with opportunities to conduct original research under the guidance of PhD-level mentors.

We are looking for a Social Media Manager / Content Creator to manage and grow our Instagram presence. We need someone who can create polished, engaging content while also understanding academia, research, and education.

This is not simply a role for creating attractive graphics. The right person should be comfortable reading academic or research-related material and turning it into content that is interesting and understandable to high school students and parents.

Responsibilities include:

Plan and create regular Instagram posts, carousels, Stories, and Reels
Develop content about high school research, academic topics, student projects, research skills, and our programs
Turn complex academic ideas into clear, engaging social-media content
Feature student research projects, research questions, mentors, program experiences, and accomplishments
Create content that appeals to both high school students and parents
Write captions and develop content ideas independently
Maintain a polished, credible, academically sophisticated brand
Help develop a consistent social media content calendar
Recommend strategies to increase relevant followers, engagement, and inquiries

What we're looking for:

Strong Instagram/social media experience
Excellent English writing and editing skills
Strong visual/content-creation skills
Familiarity with academic research, higher education, or educational programs
Ability to understand research topics across fields such as psychology, biology, economics, AI/computer science, environmental science, humanities, etc.
Ability to make academic content interesting without making it childish or overly promotional
Experience marketing to high school students, parents, or education audiences is a major plus
Experience with Canva, Adobe, or similar design tools
When applying

Please send:

Examples of Instagram accounts or social media content you have created or managed
Examples of educational or academic content, if available
A brief explanation of your experience with academic research or education
Three Instagram post ideas you would create for Summit Institute

1-Month Contract, with possibility of extension to 2 months

We are looking for an exceptionally resourceful Arabic/English bilingual researcher to join us for an intensive one-month research project related to a documentary film.

This is not an academic research position. We need someone who is extremely good at finding things online.

A major part of the role will involve researching and sourcing:

Stock footage
Archival footage
Historical photographs
Historical video material
News footage
Government and institutional archives
Museum and cultural archives
YouTube, Vimeo and other online sources
International stock libraries and specialist archives
Hard-to-find material relating to Saudi Arabia and the Arab world

You should be comfortable searching in both Arabic and English and trying multiple approaches when something is difficult to locate.

We are also looking for someone who is very comfortable using modern AI tools such as ChatGPT, Claude, Gemini or similar tools to improve research, generate search strategies, discover sources, translate search terms and work more efficiently.

However, we are not looking for an AI specialist or content writer. The most important skill is research.

What you will do

You will receive specific research requests and be expected to investigate them thoroughly.

For every relevant asset you find, you may need to record information such as:

Link/source
Description
Date
Creator/archive
Available resolution
Whether 4K/HD is available
Licensing information
Price, if available
Contact information for the rights holder
Notes about relevance to the film

You may also be asked to contact archives, institutions, photographers, filmmakers or rights holders to obtain information about material.

Who we are looking for

The ideal person:

Is fluent in Arabic and English
Is an excellent internet researcher
Knows how to search beyond the first page of Google
Is comfortable using AI as a research tool
Is persistent and enjoys finding difficult-to-find information
Can evaluate whether a source is reliable
Is extremely organised
Is good with Google Sheets/Excel
Can work independently
Responds quickly and communicates clearly
Has strong attention to detail

Experience in film, documentary, journalism, media research, archives, history or visual research would be an advantage, but is not essential.

Skills: Translation, Research, Excel, Web Search, Market Research, Internet Research, Filmmaking, Google Sheets, English Translation, Data Collection

About the Study

We are conducting a market research study to understand demand for a Top-100 UK university offering programmes in Singapore. The study explores higher education trends, student demand, programme attractiveness, recruitment challenges, and employer perceptions.

We are seeking experienced professionals in the higher education and graduate recruitment ecosystem to participate in a confidential research interview.

Who We Are Looking For

We invite applications from professionals currently based in Singapore who have relevant experience in one of the following areas:

University admissions, enrolment, or student recruitment
Student recruitment agencies or education consulting
Human Resources, Talent Acquisition, or Graduate Recruitment
Higher education leadership, strategy, or industry advisory roles
Participation Details
Format: Telephone or online interview
Duration: Approximately 45-60 minutes
Timing: Flexible scheduling based on participant availability
Compensation: Paid research participation (details shared upon qualification)
All responses will be kept confidential and used for research purposes only
Eligibility Requirements

Participants should:

Be currently working in Singapore
Have direct knowledge of higher education, student recruitment, admissions, graduate hiring, or employer-university engagement
Be able to share professional insights and experiences related to the Singapore higher education market
Areas of Discussion

Topics may include:

Demand for higher education programmes in Singapore
Student preferences and decision-making factors
Perceptions of UK universities
Recruitment trends and challenges
Graduate employability and employer expectations
Future opportunities within the higher education sector