Ameya Dhamanaskar
Machine Learning Engineer at UnitedHealth Group
Tempe, Arizona, United States
Summary
👤
Senior🎓
Top SchoolAmeya Dhamanaskar is a Machine Learning Engineer with 8 years of experience at the intersection of computer vision, ML research, and production software engineering, currently building edge-deployable pill-counting and object detection systems at UnitedHealth Group. He brings a strong research pedigree—having improved egocentric 3D pose estimation by 12% and produced synchronized multi-view datasets—combined with hands-on industry work in sim-to-real 3D detection and optimized RPN networks at RadiusAI. Comfortable across the stack, Ameya has designed scalable services and database integrations in enterprise environments and built routing and automation systems for retail operations. He holds an MS in Computer Science from Arizona State and a BE from BITS Pilani, and his work is published in Pattern Recognition, reflecting a blend of rigorous research and practical deployment. Notably, he focuses on making advanced vision models efficient for constrained hardware, a skill that ties his academic gains directly to production impact.
8 years of coding experience
5 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and ScienceMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Arizona State University
Github Skills (5)
optical-flow9
pytorch6
inference4
computer-vision1
pose1
Programming languages (2)
Github contributions (5)
nudlesoup/First2Third-Pose
Dec 2021 - Mar 2023
Contributions:43 commits, 43 pushes, 1 branch in 1 year 2 months
nudlesoup/DeepLearning
Feb 2019 - Dec 2020
Contributions:13 commits, 21 pushes, 1 branch in 1 year 10 months
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