research Cognitive Load Measurement Bias-aware candidate assessment with vision-language models, sponsored by Lockheed Martin. MANTIS AI Vision-language models for spatial transcriptomics and Alzheimer's disease at MIT Kellis Lab. Heuristic Encoding in GPT-2 Mechanistic interpretability study of numeric comparison failures in GPT-2, with Prof. Gustavo Sandoval (NYU Courant).