Vinnayakk User
@vinnayakkuser
Physics researcher and AI trainer specializing in LLM evaluation.
What I'm looking for
I am a physics researcher and AI trainer with deep expertise in long-form document comprehension, large-language-model evaluation, and advanced problem-solving. I combine a strong background in computational physics, nanoscience, spintronics, and hardware systems with hands-on experience training AI using multimodal prompts, validating model outputs, and crafting high-quality technical content.
I have led physics training for AI at industry teams, specialized in graduate-level physics topics for LLM alignment, and authored technical and SEO content as a freelance writer. My work includes validating large-language-model outputs for extensive technical documents, publishing and reviewing nanoscale modeling research, and delivering numerous Q&A and comprehension tasks to improve model performance.
Experience
Work history, roles, and key accomplishments
Authored SEO and technical content, collaborating with developers and designers to ensure clarity, accuracy, and compliance with client requirements.
Physics Expert
Soul AI
Sep 2024 - Present (1 year 1 month)
Lead physics training for AI using multimodal prompts (text, image, audio) and developed content pipelines to enrich model knowledge and performance.
Online Educator
Shalom Educational Trust
Jan 2024 - Present (1 year 9 months)
Delivered conceptual and competitive physics lectures for JEE/NEET aspirants, creating problem sets and clarifying advanced concepts for large cohorts.
LLM Training Specialist
Turing
Mar 2024 - May 2025 (1 year 2 months)
Specialized in graduate-level physics topics for LLMs, focusing on data alignment, prompt optimization, and rigorous accuracy evaluation across mechanics, electrodynamics, and quantum theory.
Content Specialist
ABC Digital
Jan 2024 - Dec 2024 (11 months)
Managed content calendars, optimized metadata, and mentored writers to improve clarity and brand voice across digital channels.
AI Trainer
Outlier
Dec 2023 - Aug 2024 (8 months)
Trained AI models in physics, reviewed model outputs, and delivered structured feedback to improve accuracy and alignment across physics domains.
Education
Degrees, certifications, and relevant coursework
Max Planck Institute
Doctor of Philosophy, Physics
2023 -
Ph.D. in Physics ongoing at the Max Planck Institute since 2023, focusing on advanced topics in computational physics and spintronics.
Osaka University
Master of Science, Physics
Grade: 9.8 CGPA
Completed M.Sc. in Physics with a focus on computational and experimental methods, achieving a CGPA of 9.8.
Indian Institute of Technology Roorkee
Bachelor of Science, Physics
Grade: 9.3 CGPA
Activities and societies: Secretary — managed finances and community operations for 600 residents (Sep 2021 – Sep 2022).
B.Sc. in Physics completed in 2020 with strong emphasis on theoretical and computational physics, CGPA 9.3.
Delhi College
Intermediate (XII), Higher Secondary
Grade: 91.00%
Completed Intermediate (XII) in 2017 with a percentage score of 91.00%.
Delhi College
Matriculate (X), Secondary
Grade: 80.20%
Completed Matriculation (X) in 2015 with a percentage score of 80.20%.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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