home > research
All Undergraduate Research
December 19, 2025

Agentic AI for Multi-Source PM2.5 Pollution Analysis and Location-Based Mitigation Strategies: A Case Study in Thailand and Japan

A Multi-Agent System bridging data gathering-simulation-intervention, transforming noisy sensor data into a physics-backed simulation for data driven, air quality policy and strategies planning.

December 18, 2025

The Palm Killer

This project aims to address the issues of time, energy, and monetary losses for palm farmers by using the technology of computer vision to assess the ripeness stage of palm fruits

July 8, 2025

Trash Master

Create a machine learning model that can sort between recyclables and non-recyclables; furthermore, if the object is recyclable, the model will then state which class it belongs in.