Usvsn Prashanth

Applied Scientist Ll at Microsoft

Greater Hyderabad Area India
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Summary

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Rockstar
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Top School
Usvsn Prashanth is an applied scientist with six years of experience designing and scaling large language models and interpretability research, currently at Microsoft. He has driven projects from ideation to deployment—optimizing training for 70B+ parameter models with tensor and data parallelism and reducing inference time by over 30%. His research at EleutherAI produced a semantic memorization taxonomy and scaling laws for memorization across time and model scale, reflecting a strong focus on model transparency and safety. He’s skilled at prompt-tuning, synthetic dataset generation, and parallelized training workflows that bridge research and production. Based in Hyderabad, he combines hands-on engineering with teaching and documentation experience, having authored transformer-from-scratch materials for Scaler Academy. An unusual strength: he frames experiments as system-level “spacecraft” builds—stacking training runs and tests until models reliably operate on their own.
code7 years of coding experience
job3 years of employment as a software developer
bookBachelor of Engineering - BE, Information Technology, Bachelor of Engineering - BE, Information Technology at Matrusri Engineering college
languagesEnglish
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Github Skills (42)

transformers10
language-model10
deepspeed10
transformer10
evaluation-framework10
reinforcement-learning8
github-copilot8
machine-learning8
adversarial-attacks8
pytorch8
driver7
benchmarking7
natural-language-processing7
data-augmentation7
nlp7

Programming languages (7)

TypeScriptC++RustCHTMLJupyter NotebookPython

Github contributions (5)

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tech-tycoons-club/website

Dec 2022 - May 2025

Contributions:1 PR, 7 pushes, 1 branch in 2 years 5 months
Contributions:7 commits, 5 pushes, 1 branch in 8 months
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