Vivek Kalyan

RL Engineer at CoreWeave

Seattle, Washington, United States
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Summary

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Rockstar
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Top School
Vivek Kalyan is an RL engineer and founder with a decade of experience building ML systems that move from research to production. He has led and scaled small AI teams—most recently driving LLM and retrieval products at Handshakes that processed millions of articles and secured strategic investment—and co-founded Cartograph to produce Rust-based static analysis and LLM agents that help engineers understand large codebases. Now at CoreWeave he focuses on improving agents with reinforcement learning, combining systems engineering, evaluation rigor, and product sensibility. His background spans CV/AR, recommendation and entity-linking pipelines, and practical tooling (open-source releases like Sherpa and Atlas MCP), reflecting a hands-on approach to both model and infrastructure challenges. Rare among RL engineers, he pairs front-line product experience as a founder with operational leadership from military and startup roles, enabling fast iteration and clear delivery paths.
code10 years of coding experience
job7 years of employment as a software developer
bookBachelor's degree Information Systems Technology and Design, Bachelor's degree Information Systems Technology and Design at Singapore University of Technology and Design (SUTD)
bookHigh School Diploma, High School Diploma at NUS High School of Mathematics & Science
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Stackoverflow

Stats
11reputation
1kreached
0answers
1question
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Github Skills (102)

python10
lora10
agentic-ai10
linux10
nlp10
cli10
reinforcement-learning10
agent10
natural-language-processing10
nltk10
machine-learning10
command-line10
gpt9
shell9
bash9

Programming languages (11)

TypeScriptRustJavaScriptGoLuaHaskellHTMLSwift

Github contributions (5)

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vivekkalyan/dotfiles

Dec 2017 - Jul 2026

Contributions:151 pushes in 8 years 7 months
Contributions:70 commits, 1 PR, 5 pushes in 22 days
pytorchstanford-carsresnextcomputer-visionfine-grained-classification
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