Amey Agrawal
Graduate Research Assistant
Atlanta, Georgia, United States
Summary
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Senior🎓
Top SchoolAmey Agrawal is a PhD student and Graduate Research Assistant at Georgia Tech focused on the intersection of machine learning and systems, with a decade of industry and research experience. He has repeatedly partnered with Microsoft on research internships and production work, building efficient LLM serving and long-context inference systems and contributing to GPU time-sharing infrastructure at planet scale. Prior to grad school he delivered high-impact systems at Qubole—accelerating log parsing 39x, integrating MLflow, and redesigning proxy layers to dramatically cut UI load times. Comfortable across the stack, he blends low-level systems engineering with ML-aware orchestration to make inference and data pipelines both faster and more robust. Based in Atlanta, he combines academic rigor with production-minded shipping, and has a pattern of turning research ideas into tools used at scale. An early win worth noting: he shipped an Electron-based grading tool as a TA, signaling a practical bent for tooling and reproducible workflows.
10 years of coding experience
4 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and ScienceDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Georgia Institute of Technology
English, Hindi, Marathi
Stackoverflow
132reputation
7kreached
3answers
3questions
Github Skills (165)
apache-spark10
python10
fuse10
model-management10
mlops10
aws-s310
mlflow10
ml10
dplyr10
llmops10
ai10
xpu10
transformer10
gpt10
llama10
Programming languages (12)
Github contributions (5)
microsoft/sarathi-serve
May 2024 - Jan 2025
A low-latency & high-throughput serving engine for LLMs
Contributions:26 reviews, 37 PRs, 29 pushes in 8 months
llamallm-inferencepytorchtransformer
AgrawalAmey/rl-car
Apr 2017 - Aug 2019
Contributions:14 commits, 7 pushes, 1 comment in 2 years 4 months
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