Meghana Ravikumar
Senior Product Manager at Lambda
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolMeghana Ravikumar is a Senior Product Manager and former NLP researcher with a decade of experience translating AI research into commercial products across biotech, high-tech, algorithmic trading, and satellite imagery. She helped build language models that accelerated cancer mutation discovery and drove an MLOps product from early users to 400+ MAUs and acquisition, demonstrating both model-first thinking and go-to-market rigor. Comfortable in roles from hands-on ML engineering to product leadership, Meghana scales teams and systems while fostering cultures of trust and curiosity. An invited conference speaker and peer reviewer for top NLP venues, she’s now focused on model research enablement and practical tooling that shortens research-to-production cycles. Off the clock she makes art, reads voraciously, and even tackles the latest BTS dance—underscoring a creative streak that informs her product intuition.
10 years of coding experience
6 years of employment as a software developer
Bachelor of Engineering (B.E.), Bachelor of Engineering (B.E.) at University of California, Berkeley
Github Skills (8)
optimization9
resnet7
python-interface7
hyperparameter-optimization7
machine-learning7
api5
deep-learning5
python4
Programming languages (3)
Github contributions (5)
sigopt/optimizing-memn2n
Jan 2019 - Feb 2020
optimizing end to end memory networks
Contributions:8 commits, 6 PRs, 11 pushes in 1 year 1 month
memoryoptimizingend-to-endmemory-networks
meghanaravikumar/sigopt-examples
Mar 2019 - Mar 2021
Optimization Examples with SigOpt
Contributions:17 pushes, 13 branches in 2 years
optimization
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