Omkar Prabhu

Staff AI Engineer at Rapid7

Mumbai, Maharashtra, India
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Summary

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Omkar Prabhu is a Staff AI Engineer with eight years of experience specializing at the intersection of machine learning and distributed systems, currently based in Mumbai and now driving AI work at Rapid7. He progressed through hands-on engineering roles at Cogito and Verint, shipping production ML and software systems and earning recognition as a winner of Facebook AI’s PyTorch Global Summer Hackathon 2020. Omkar contributes to open source with practical ML tooling—his pytorch-cpp repository ports PyTorch tutorials to C++ and includes bug fixes to training loops, reflecting a focus on making ML more accessible and production-ready. Known for blending low-level implementation skill with systems thinking, he has a track record of stabilizing model training and optimization in real-world codebases.
code8 years of coding experience
job6 years of employment as a software developer
bookBachelor of Engineering - BE, Computer Science, Bachelor of Engineering - BE, Computer Science at SIES Graduate School Of Technology
bookSSC, 91%, SSC, 91% at B. R. Madhavi English School
bookHSC, Computer Science, 88%, HSC, Computer Science, 88% at K J Somaiya College of Science & Commerce Vidyanagar Vidyavihar Mumbai 400 077
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1reputation
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Github Skills (11)

neural-network10
user-manual10
pytorch10
machine-learning10
c-language10
tensor10
cprogramming-language10
autograd10
linear-regression9
logistic-regression9
artificial-intelligence9

Programming languages (12)

TypeScriptJavaShellC++CSSCJavaScriptGo

Github contributions (5)

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prabhuomkar/pytorch-cpp

Jan 2019 - Sep 2022

C++ Implementation of PyTorch Tutorials for Everyone
Role in this project:
userML Engineer
Contributions:9 releases, 21 reviews, 70 commits in 3 years 9 months
Contributions summary:Omkar primarily contributed to the development of PyTorch tutorials within the repository. Their work included implementing and refining basic autograd examples, adding linear and logistic regression tutorials, and integrating a feedforward neural network example. The user also addressed issues related to the model training and optimization processes, particularly by fixing a bug related to SGD.
visual-recognitioncolabtensorslanguage-modelconvolutional-neural-network
prabhuomkar/arxiv-graphql

Oct 2019 - Jun 2020

🧾 arXiv GraphQL API
Contributions:21 commits, 6 PRs, 12 pushes in 7 months
apiarxivgraphql-apinodejsgraphql
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Omkar Prabhu - Staff AI Engineer at Rapid7