Experience

Post-training large-scale auto-featurization LLMs for generative recommendation.

Post-training reasoning models to mitigate agentic misalignment through trace analysis.

Research on improving the robustness and alignment of machine learning models; advised by Prof. Aidong Zhang.

AI-enabled diagnosis from radiologic imaging in resource-constrained settings; leading VLM and agent frameworks for dermatologic screening.

Validation and testing of embedded audio/haptics software; DSP algorithm prototypes and fixed-point firmware.

Advisor: Prof. Aidong Zhang.

Concentration in Machine Learning.

Thesis advisor: Prof. Sanjay Patel.