Piyush Umate
Machine Learning Engineer at Amazon
Palo Alto, California, United States
Summary
👤
Senior🎓
Top SchoolPiyush Umate is a Machine Learning Engineer based in Palo Alto with 8–9 years of experience building production ML systems across cloud and edge domains. He has driven LLM and distributed training work at Amazon and AWS, and previously delivered real-time edge analytics, prognostics, and computer vision solutions at Schlumberger that reduced manual review costs and improved equipment uptime. Early career work at Practo combined full-stack engineering with data scraping and search infrastructure to scale medical search to millions of users, reflecting a blend of product-minded engineering and research-grade ML. He holds a Master’s in Computer Science from USC and has experience teaching and researching applied ML for healthcare outcomes, signaling strengths in both mentorship and domain-focused modeling. Notably, Piyush moves fluidly between building scalable cloud training pipelines and deploying lightweight edge models, a duality that helps bridge prototype research and reliable production.
8 years of coding experience
8 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at University of Southern CaliforniaBachelor's Degree Computer Engineering, Bachelor's Degree Computer Engineering at Pune Institute of Computer Technology
English, Hindi, Marathi
Github Skills (5)
convolutional-neural-networks7
darknet4
deep-learning4
tensorflow4
neural-network3
Programming languages (2)
Github contributions (5)
piyushumate/batch-process-darknet
Sep 2017 - Aug 2018
Contributions:6 commits, 5 pushes, 1 branch in 11 months
piyushumate/Ebay-API-Product-Search-Web-App
May 2019 - May 2019
Contributions:17 pushes, 1 branch in 1 day
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