• Own foundational backend services (billing, authentication, permissions, rate limiting, etc.) and maintain product systems including chat history and custom AI agent services
• Developed interface and several backend components for YouChat, first productionized chat-search assistant with citations and access to real-time web data
• Designed and ran a two-week-long in-home study with more than 30 participants investigating how a robot’s presence influences participant’s exercise behavior
• Engineered a system for classifying movement patterns for fitness exercises with an accuracy of 87% by separating incoming data into repetitions and extracting relevant features for a time series classifier
Developed autoencoder using PyTorch that outperforms standard neuroscience methods on multiple classification and translation tasks by 5% on average by applying novel architecture features to extract and capture useful information from multi-subject fMRI data