YourGuide: Audio Guide for the Visually Impaired, featuring 3D binaural audio for navigation
(Winner, National AI Student Challenge 2022, AI Singapore, >200 Teams)
CultuRealm: Gamified web app for intercultural learning, featuring interative stories and quizzes
(Sub-Theme Winner, Splash Awards 2023, Singapore Computer Society, >100 Teams)
Esslay: Essay writing tool for Singapore students
(2nd Place, Cloudhacks 2023, >50 Teams)
2048 Solver: 2048 web app and solver with several optimizations (multithreading, bitboard, transposition table…)
Minesweeper AI: Minesweeper AI with heuristic and Constraint Satisfaction Problem (CSP) search algorithms, interfaces with minesweeperonline.com via OpenCV
Snake AI: Single-agent Snake AI using RL (DQN, PPO, A2C) and search algorithms
Neural Net From Scratch: Annotated Deep Neural Net components implemented from scratch with NumPy
Review Scraper: Website that scrapes Google for item reviews and runs sentiment analysis