Journey McDowell
- Role
- Senior Ai Engineer at Microsoft
- Location
- Berkeley, CA, US
- LinkedIn followers
- 500 followers
About Journey McDowell
I am a Software Engineer with a focus on Motion Planning, Motion Control, and Machine…
Experience
Senior Ai Engineer
Sep 2020 — Present
I developed features in a production environment to host and allow users to train offline RL algorithms in an AI Engine codebase called Bonsai. I trained with the CQL SAC algorithm to control real-world hardware with IoT deployment, improving upon the behavior dataset consisting of only samples. I enhanced literature and applied research like learning a model for simulation to assess the offline RL policy, where I reduced variance by 29%. I piped IoT telemetry from hardware to Data Explorer Cluster, queried logs using KQL to export datasets as csv, then uploaded it as an AML Dataset for training realistic benchmarks.
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