Projects

EECSTime

A Berkeleytime fork for better course discovery and enrollment planning, with professor ratings, course articulations, dorm visualizations, and more.

Lark: Biologically Inspired Neuroevolution for Multi-Stakeholder LLM Agents

An evolutionary multi-agent LLM framework for improving reasoning through iterative selection, adaptation, and refinement.

Real-Time Probabilistic Delineation of Flood Warning Polygons to Reduce Flood Alert Fatigue

A machine learning architecture for generating more precise flood warning boundaries that reduce unnecessary flood alerts without missing high-risk areas.

Claymore

A lab-memory agent for research labs that ingests Slack, Gmail, GitHub, and other sources, then turns that knowledge into real-world actions (i.e. controlling lab robots) with 3D visuals.

SafeAI

A real-time computer vision system for detecting weapons in school camera feeds and triggering faster, more coordinated security responses.