Mubashshir Khan
@mubashshirkhan
I evaluate AI outputs, annotate data, and improve model quality through rigorous rubric-based analysis.
IndiaWhat I'm looking for
I'm an independent AI Model Trainer and Content Analyst evaluating multi-turn AI outputs for factual correctness, tone, helpfulness, instruction-following, and safety compliance.
I annotate and segment text datasets across STEM and generalist topics, write defensible evaluation rationales, and create stress-testing prompts that surface hallucinations, reasoning errors, logical fallacies, and subtle inaccuracies.
I also conduct English and Hindi language reviews for naturalness, cultural phrasing, idioms, and syntactical fidelity while meeting detailed annotation rubrics and strict turnaround windows.
Alongside freelance work, I teach computer applications and digital literacy, including MS Word, Excel, web research, digital productivity, and generative AI tools. My Forensic Science background strengthens my research-oriented approach to verification, structured reasoning, and quality-focused data work.
Experience
Work history, roles, and key accomplishments
Freelance AI Model Trainer & Content Analyst
Independent Contractor / Freelance
Jan 2023 - Present (3 years 8 months)
Evaluated and ranked AI model outputs for factual correctness, tone, helpfulness, instruction-following, and safety compliance. Annotated text datasets, created stress-testing prompts, and conducted bilingual English/Hindi reviews.
Computer Applications & Digital Literacy Instructor
Private Educational Institution
Jan 2022 - Present (4 years 8 months)
Designed and delivered practical instruction in MS Word, Excel, internet research, digital productivity workflows, and typing. Taught effective use of generative AI tools for research and productivity.
Education
Degrees, certifications, and relevant coursework
Rabindranath Tagore University
Bachelor of Science, Forensic Science
Pursuing a Bachelor of Science in Forensic Science.
St. Mary's Co-ed School
Higher Secondary Certificate, Science
Grade: 83%
Completed Higher Secondary Certificate (Class XII) in Science with 83%.
St. Mary's Co-ed School
Secondary School Certificate, General
Grade: 88%
Completed Secondary School Certificate (Class X) with 88%.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
Job categories
Skills
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