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.
9 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 (14)
django2
html1
django-project1
rest-api1
spring1
python1
js1
javascript1
postgresql1
bootstrap1
web-application1
django-rest-framework1
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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