Chinmay Kulkarni
Software System Designer 2 at AMD
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolChinmay Kulkarni is a Software System Designer with 9 years of experience focused on performance optimization for deep learning models, currently driving LLM and recommender model acceleration at AMD using PyTorch/TorchCompile and custom C++/Python operators. He combines hands-on backend and frontend optimization—replacing native PyTorch classes at runtime and performing graph-level operator fusion—to extract CPU performance for AMD EPYC platforms. Chinmay has a strong research-to-production background, from improving TensorFlow graph throughput as an intern to presenting award-winning work at AMD technical conferences. He holds a Master’s in Computer Science from NYU and a bachelor’s from PES University, and has repeatedly earned internal recognition for high-impact performance wins. Notably, he bridges ML research and systems engineering, translating graph surgery and custom operator design into measurable throughput gains rather than only prototypical results.
10 years of coding experience
2 years of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at PES University
English, Hindi, Marathi, Kannada
Github Skills (11)
django2
django-project2
html1
python1
js1
javascript1
rest-api1
postgresql1
bootstrap1
heroku1
heroku-deployment1
Programming languages (4)
Github contributions (5)
chinmaykulkarni95/S2022-Team-6-repo
Mar 2022 - May 2022
Contributions:2 PRs, 102 pushes in 1 month
chinmaykulkarni95/swe1-app
Feb 2022 - Mar 2022
Contributions:1 PR, 36 pushes, 2 branches in 18 days
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