ramanans1.github.io - Ramanan Sekar

Example domain paragraphs

Ramanan Sekar

I am a Senior Machine Learning Engineer at Qualcomm, working on ML Systems R&D in the Autonomous Driving team. I'm broadly interested in the intersection of Deep Learning and Robotics, and greatly enjoy exploring different problems in this space.

I currently work on developing and optimizing deep learning workloads as part of the autonomous driving stack at Qualcomm, with hardware-software co-design. This involves designing and training deep learning models in a hardware-aware fashion such that they are effectively executed on-target, specifically onto the Snapdragon Ride platform. As a part of this effort, I lead the Neural Architecture Search team, where we currently work on optimizing the perception stack for efficient deployment. Our work has pr

Links to ramanans1.github.io (3)

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