~/projects⎇ main✓❯ls -la --sort=date
Selected projects.
Personal and academic — applied ML, CNN research on real datasets, design hand-offs to shipped products. Internship work lives separately at ~/work.
Piano Memory Match
A music memory game — match pairs of notes by sight or by ear, across ten instruments. Built in Svelte + Tone.js with a pure-FSM game engine and 56 unit tests.
VISPA — AI Sign Language Learning Platform
Full-stack web app for learning sign language, with a real-time random-forest hand-gesture detector under the hood. I owned the UI/UX in Figma and walked the design through implementation.
Evaluating Deep vs. Lightweight CNNs for Traffic Sign Recognition
Co-authored research paper comparing ResNet-50 against MobileNetV3-Large for ADAS traffic-sign recognition on GTSRB. Accepted at ISCT. I owned the ResNet-50 side end-to-end.
House Price Prediction — Jabodetabek
End-to-end ML pipeline predicting house prices in the Jabodetabek metro area. Random-Forest model deployed behind a Flask API; I owned the data preprocessing stage.
Sanmin Globe — Company Website Rebuild
Rebuilt a family business's outdated public site as a clean, modern web property. Favor for family — sharper visual identity, faster pages, easier to maintain than the original.