At The Code Box Inc., I developed a full-stack employee portal using React, Node.js, and MongoDB, designing its user interface and backend data models.
For my MangoSense thesis project, I developed a multi-modal mango disease detection system using leaf images and symptom inputs, and added GPS-tagged monitoring. I used TensorFlow/Keras and Python, and the research paper was accepted for presentation at VCTA 2026 in Japan.

