Mohit Raghavendra

Machine Learning Research Engineer at Scale AI

San Francisco, California, United States
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Summary

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Rockstar
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Top School
Mohit Raghavendra is a Machine Learning Research Engineer with seven years of cross-domain experience building and deploying ML systems, currently advancing post-training RL research for coding and tool-use agents at Scale AI. He holds an MS in Computer Science from Georgia Tech and has led productization efforts as the third engineer at Tensorlake, shipping a Document AI line from design to launch. Earlier roles include quantitative and software engineering at Goldman Sachs, where he built models and systems for market analytics, and research work focused on compute- and data-efficient fine-tuning of LLMs for complex reasoning. Mohit combines academic rigor with production engineering chops, moving models from experimental setups into scalable pipelines. Based in San Francisco, he blends deep learning research, RL training workflows, and practical ML engineering—often optimizing for cost and evaluation efficiency in real-world deployments. Colleagues describe him as someone who comfortably navigates both low-level systems trade-offs and high-level model evaluation strategies.
code7 years of coding experience
job3 years of employment as a software developer
bookMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Georgia Institute of Technology
bookBachelor of Technology, Information Technology, Bachelor of Technology, Information Technology at National Institute of Technology Karnataka
languagesEnglish, Hindi, Kannada
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Github Skills (44)

transformers10
pytorch10
language-model10
predict10
python10
retrieval10
machine-learning10
deep-learning10
tensorflow10
bert10
natural-language-processing10
transformer10
speech-recognition10
nlp10
jax10

Programming languages (6)

C++RustJavaScriptHTMLJupyter NotebookPython

Github contributions (5)

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Contributions:6 PRs, 8 pushes, 3 branches in 2 years 9 months
tensorlakeai/inkwell

Sep 2024 - Oct 2024

Contributions:93 PRs, 68 pushes, 92 branches in 1 month
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Mohit Raghavendra - Machine Learning Research Engineer at Scale AI