Working on creating the first version of a hand tracking input system in Facebook Horizon, an online multiplayer virtual reality game developed for Oculus Quest. Implemented a system for detecting hand tracking gestures as well as a hands-only locomotion system utilizing teleportation and snap turns.
I am currently working on an alphanumeric classifier and a method to calibrate machine learning models for the output of valid confidence levels. The Vision software subteam focuses on the Automatic Detection, Localization, and Classification (ADLC) of targets imaged from a high-altitude autonomous aircraft.
Developed end-to-end workflow for training and evaluation of face clustering classification models, reducing the frequency of costly reclustering by 60-70%.
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Fully automated classifier evaluation on custom data set partitions, integrated with CLI tools deployed to production.
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Extended the APCV Experimental Platform to visualize classifier evaluation results.
