projects

github

Aimogus

github · python · ai safety · grpo · modal · wandb

Can AI agents in multi-agent systems deceive, deduce, and stay aligned? TreeHacks 2026 Best Multi-Turn Agent Award Winner.

Zing AI

github · python · swift · edge ai inference · rag · vision-language models

On-device research assistant that analyzes paper figures in real-time. Optimized vision-language inference for Apple Silicon.

Silent Secret Hitler

github · python · reinforcement learning · game theory

An assortment of deep RL agents that learn to play Secret Hitler, combining game theory with deep RL to handle deception and hidden information.

MusicGen Interpretability

github · python · pytorch · transformers · interpretability

Investigating the internal mechanisms of Meta's MusicGen through activation analysis and linear probing techniques.

Triage AI

github · python · voice ai · computer vision · typescript · react

AI-powered ER triage system using multimodal inputs (voice, vision-based vitals, and VLM injury assessment) to prioritize patients by acuity.

Garuda

github · python · computer vision · next.js · flask

AI-driven hurricane damage assessment tool using MSNet and Llava VLM to analyze disaster footage, map hot zones, and accelerate recovery efforts. HackHarvard 2024 2nd Place Winner.