Connecting AI robotics with real world applications.
Some of the things I have worked on:
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Covariant’s core AI model service
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A barcode scanning performance data pipeline
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An annotation pipeline to automate surfacing problematic data, sending data to third-party vendors for annotation, and feeding annotated data back into the model training loop
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A video monitoring solution to provide real-time video streams of robots for triaging deployment issues
Tackled the problem of learning policies for robotic behaviors directly on raw-sensory inputs like camera images without the need for manual reward specification.