Projects & Research
Small Language Models for Edge AI in Space
Ongoing project with UC Berkeley and Satlyt, focusing on building an AI agent workflow with tool-calling capabilities for satellite edge computing.
AgentProbe
Built a red-teaming framework for AI agent systems deploying a four-agent adversarial swarm.
Enterprise Nervous System
Cross-silo incident-resolution swarm that queries logs, GitHub, and Jira to automate root-cause analysis.
CodeBase Agent
Agentic AI code refactoring system using a multi-agent pipeline that analyzes Python code and validates changes.
Smooth Cascade Unlearning through Reversed Self-Distillation
Researched in-context unlearning and parameter-efficient fine-tuning to make LLMs forget private data.
Data Analysis for Table Tennis Matches
Conducted a study on table tennis ball trajectories, utilizing physics-based modeling and player data to analyze bounce uncertainty zones and strike timing, contributing to player classification and strategy development.
Type System for Secure Information Flow
Implemented a type system and checker in OCaml to ensure the noninterference property.