Theo Chen Email & Phone Number

Established a database of Fermi levels for doped AlN and GaN bulk crystals using density functional theory (DFT)Designed models implementing E(3) equivariant networks and periodic autoencoders to accelerate defect energy predictions from O(n3) (DFT) to linear timeExplored fast-ion implantation of Hydrogen as a method of fine-tuning Fermi-levels in AlN, using the original database to validate results

Partnered with the Toyota Research Institute to explore open and closed-loop ML planning methods for autonomous vehicles, using nuPlan as a competitive benchmarkUtilized gated graph neural networks, simulation frameworks, and motion-planing metrics to summarize over 2000 hours of human driving data across 4 major US cities with unique traffic patterns(Boston, Pittsburgh, Las Vegas, and Singapore).

Built an event-driven social networking app that encourages users of a shared interest to meet by hosting or attending local activities.Assisted in migrating the app from a Swift to a Flutter codebase, enabling cross-platform functionality between IOS and Android users.Redesigned the functionality and interface of the post-creation system, utilized Amazon Amplify, protocol buffers, and parallel processing algorithms to streamline the upload procedure and host a cloud database for event data

Computer Science And Engineering And Mathematics

Activities and Societies: Division III Swimming

Double S.B., Computer Science And Mathematics