Praneeth Narayanamurthy
Data Scientist
Los Angeles, California, United States
Summary
👤
Senior🎓
Top SchoolPraneeth Narayanamurthy is a data scientist with eight years of experience bridging signal processing, high-dimensional statistics, and machine learning, now applying his research background at Alcon in Los Angeles. He completed a PhD focused on provable online matrix factorization algorithms and spent a postdoctoral term at USC designing active sampling methods for ML problems, bringing rigorous theory to practical data challenges. His work includes applied research on satellite time-series and low-sample Gaussian process approaches that outperformed deep-sequence models, and earlier contributions to speech synthesis for Indian languages. Comfortable teaching and mentoring at the university level, he combines strong mathematical foundations with hands-on implementation skills, often favoring sample-efficient methods for resource-constrained settings.
8 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD, Electrical and Computer Engineering, Doctor of Philosophy - PhD, Electrical and Computer Engineering at Iowa State UniversityBachelor’s Degree, Electrical and Electronics Engineering, Bachelor’s Degree, Electrical and Electronics Engineering at National Institute of Technology Karnataka
Github Skills (10)
statistics10
machine-learning10
python10
data-science10
data-analysis10
scikit-learn9
scikit9
subtraction8
sparse5
modeling4
Programming languages (1)
Github contributions (5)
praneethmurthy/NORST
Feb 2018 - May 2020
Contributions:16 commits, 5 pushes in 2 years 3 months
praneethmurthy/low-rank-phase-retrieval
Jan 2019 - Nov 2019
Contributions:22 commits, 2 pushes in 9 months
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