ANT: Augment And Think 🐜
A submission to the AI Singapore National Student Challenge 2025 under the TikTok track. Achieved 1st Runner Up in the challenge with an agentic framework that augment videos with rich metadata.
[GitHub]
Projects
Guided Speech Enhancement
A deep learning project focused on denoising and enhancing Singaporean English speech using Google’s Guided Speech Enhancement Network.
[Project Report] [GitHub]
Computer Vision for Posture
A computer vision project using BlazePose and CBAM to improve human posture estimation.
[Project Report] [GitHub]
Fatigue Detection in Drivers
A computer vision research project for SmartDrive, focused on detecting driver fatigue using sensor data and advanced algorithms.
Web Application for Office of Student Life
A software engineering project to build a web application for SUTD’s Office of Student Life, leveraging AWS and modern development practices.
[Project Report]
Sentiment Analysis
A natural language processing project for sentiment and entity analysis using HMMs, with significant improvements in F scores.
[Project Report]
Solar Dehydrator
A data-driven engineering project to design and analyze a solar-powered food dehydrator.
[Project Report]