Portfolio

MultiGrid Multi-Agent PPO

Lightweight multi-agent PPO experiments on MultiGrid with shaped rewards, sliding-window checkpoints, and automated trajectory visualizations

CostalSeg Coastal Erosion Platform

UW applied project for local coastal erosion monitoring with DeepLabV3+ image segmentation, ViT-H-14 quality control, and SuperGlue alignment

RAG Chat Bot

This chatbot uses a multi-agent system to answer questions about machine learning concepts. Link

Auto Bang

High speed target detection and playing simulation in Android simulator for automatic music game playing