I am a PhD student at Georgia Tech, where I work with Prof. Alexey Tumanov on Systems for ML. Previously, I was a research engineer at Microsoft Research India, where I work in Dr. Muthian Sivathanu's team on low-level systems for deep learning infrastructure. Prior to that, I spent a couple of years working at Qubole, a big data platform start-up, where I built several components of the Apache Spark-based data science platform and worked on applications of machine learning for software engineering problems. I graduated with B.E. (Hons.) in Computer Science from BITS Pilani, India in 2018. For more details, refer to my resume or drop me an email.
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Systems for ML | PhD Student @ Georgia Tech | Previously: Microsoft Research, BITS Pilani, Qubole
- Atlanta
- https://ameya.info/
- @agrawalamey12
Highlights
- Pro
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microsoft/vidur
microsoft/vidur PublicA large-scale simulation framework for LLM inference
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microsoft/sarathi-serve
microsoft/sarathi-serve PublicA low-latency & high-throughput serving engine for LLMs
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project-etalon/etalon
project-etalon/etalon PublicLLM Serving Performance Evaluation Harness
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safe-explorer
safe-explorer PublicPytorch implementation of "Safe Exploration in Continuous Action Spaces" [Dalal et al.]
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