Machine Learning Researcher, Samsung Research America
Jul, 2019 - Present
Samsung AI Center in New York invents ground breaking technologies to solve challenging problems at the intersection of AI and robotics
Developed a FPGA accelerator using HLS and Chisel for low-bandwidth pedestrian detection on edge devices using neuromorphic vision sensors
Implemented laboratory infrastructure: code management, compute cluster management and networking
Implemented a distributed hyperparameter tuning solution for QXplore: a novel exploration based reinforcement learning algorithm