Naveen G
Machine Learning Engineer at Meta
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolNaveen G is a Machine Learning Engineer in San Francisco with over a decade of experience bridging deep research and production ML across organizations from ISRO and TIFR to Yahoo Research, RealityEngines.AI (now Abacus.AI), Workday, and Meta. He builds and ships practical ML systems—especially in time series forecasting, meta-learning, constrained deep learning, explainability and bias mitigation—while also contributing to formal logic, reasoning, and ethical AI research. His work combines academic rigor (NeurIPS, IJCAI, AAAI publications and Stanford Encyclopedia contributions) with industry impact, including multiple patents and deployed forecasting and anomaly-detection features. At Workday he led ML algorithm design for intelligent planning and prototyped hyperparameter/experimentation platforms; at RealityEngines he advanced methods for adding constraints and removing bias from deep models. Not obvious from titles: he has a strong background in formal theorem proving and quantified modal logic applied to moral competence and robot ethics, influencing his approach to trustworthy AI. He holds a PhD in Computer Science from RPI and a cross-disciplinary foundation in physics and engineering.
11 years of coding experience
9 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and SciencePh.D Computer Science, Ph.D Computer Science at Rensselaer Polytechnic Institute
Hindi, French, Telugu, Tamil, English
Github Skills (12)
machine-learning10
actor-system10
deep-learning10
tensorflow10
python10
data-science9
ml9
lisp9
deep-neural-networks9
common-lisp9
neural-network9
actor9
Programming languages (2)
Github contributions (5)
naveensundarg/Spectra
Jan 2017 - Jan 2021
Contributions:1 release, 50 commits, 24 pushes in 4 years
naveensundarg/ShadowProver
Apr 2016 - Feb 2017
Contributions:26 commits, 5 pushes, 2 branches in 10 months
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