Ongoing project under Prof. Antonio Torralba extending the functionality of and benchmarking a Multimodal Automated Interpretability Agent for automated bias detection in vision-language models.
Impact of Pocket Geometry on Quantum Dot Lasers Grown on Silicon Wafers. R. Koscica, C. Shang, K. Feng, E. T. Hughes, C. Li, A. Skipper, J. Bowers. Advanced Photonics Research (2023).
Dispersion Engineering and Low-Loss Optimization of Footprint-Efficient and Rotationally Asymmetric Resonators. C. Li, D. Westly, K. Srinivasan, and G. Moille. Poster at the Conference on Lasers and Electro-Optics, San Jose, USA (2023).
Two-Dimensional Frequency Comb from a Single Dual-Pumped Microring Dissipative Kerr Soliton. G. Moille, P. Shandilya, M. Chojnacky, C. Li, C. Menyuk, and K. Srinivasan. Invited talk at the Conference on Lasers and Electro-Optics, San Jose, USA (2023).
World Modeling with Graph Neural Networks (GNNs) — Final project for MIT’s Deep Learning course (6.7960). Trained GNN-based structured world models for next-state prediction in toy environments including block pushing, n-body gravitational physics, and Atari games, achieving up to 100% accuracy for short-horizon predictions.
RedAgent — A GPT-4o agent for context-aware red teaming of LLMs, based on the RedAgent paper. Multi-agent system with long and short-term memory capabilities built with LangChain/LangGraph.
MIT Solar Electric Vehicle Team — Developed a Python-based traffic model using the OpenStreetMap API for the team’s energy optimization system.
Booksalotl — MERN stack web application for tracking and rating books and generating and sharing reading statistics. Integrated Google OAuth for secure user authentication, allowing personalized book management and implemented a book search feature utilizing the Google Books API.
Medify — Medical chatbot that strengthens communication between seniors and health professionals by translating bare symptoms into coherent descriptions of possible ailments in medical terminology. Created in 48 hours at HackMIT 2023.