Sudhanshu Agrawal
Machine Learning Research Engineer at Qualcomm
San Diego Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolSudhanshu Agrawal is a Machine Learning Research Engineer at Qualcomm AI in San Diego with nine years of hands-on experience building and optimizing generative models for on-device inference. He holds dual BS degrees in Computer Science and Pure Mathematics from UCLA and has contributed to NeurIPS workshops on speculative decoding and adaptive algorithms that boost LLM inference speed. His work spans transformers, diffusion models, KV caching, LoRA, and system-level tooling—recently delivering record on-device inference performance and a novel adaptive draft length speculative decoding algorithm. Prior research at UCLA and publications in computational physics demonstrate a strong theoretical foundation paired with practical implementation skills in Python, Julia, and distributed systems. Notably, he built a Python profiler adopted internally at Qualcomm and synthesized 100k+ webpages to solve a data-scarcity problem for CV training, reflecting a pattern of creative engineering solutions beyond core ML modeling.
9 years of coding experience
5 years of employment as a software developer
Indian School Certificate, Physics, Chemistry, Mathematics, Computer Science, English, National Rank 4 in the ISC Board (99.4%), Indian School Certificate, Physics, Chemistry, Mathematics, Computer Science, English, National Rank 4 in the ISC Board (99.4%) at Mallya Aditi International SchoolIndian Certificate of Secondary Education, Physics, Chemistry, Biology, Maths, Computer Science, English, History-Civics, Geography, Hindi, School Rank 1 (97.0%), Indian Certificate of Secondary Education, Physics, Chemistry, Biology, Maths, Computer Science, English, History-Civics, Geography, Hindi, School Rank 1 (97.0%) at Sishu Griha Montessori And High SchoolBachelor of Science - BS, Mathematics and Computer Science, 3.92, Bachelor of Science - BS, Mathematics and Computer Science, 3.92 at University of California, Los Angeles
English, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (36)
python10
data-science10
dataframes10
pandas10
manipulation10
data-structures10
frame10
data-analysis10
public-transport9
dxf9
geometry9
drawing9
data-manipulation9
cycle9
dwg9
Programming languages (6)
Github contributions (5)
sudhanshu2/sudhanshu2.github.io
Apr 2017 - Aug 2021
Contributions:322 pushes, 1 branch in 4 years 4 months
ssannkkallpp/covidsimulator
Jul 2021 - Mar 2023
Contributions:7 PRs, 27 pushes, 7 branches in 1 year 7 months
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