My Projects
A collection of all my projects showcasing innovation and technical excellence (please visit my Github for projects that I have done in university modules, I won't display them here because there are too many)

SigmaGuide
@NUS Hack&Roll 2026
Jan 2026
Hackathon
AI-powered screen guidance assistant that watches your screen and provides step-by-step instructions for any software. Features include automatic screen capture and analysis, AI vision with GPT-4o, task decomposition into atomic steps, automatic progress tracking, and an always-on-top sidebar overlay.
Electron
React
TypeScript
OpenAI GPT-4o

SigmaPay
@NUS Fintech Summit 2026
Jan 2026
Hackathon
Cross-border financial platform for instant remittances, conditional escrow payments, and real-world asset tokenization built on the XRP Ledger. Features instant transfers settling in 3-5 seconds, fees under $0.01, RLUSD stablecoin support, on-chain identity verification, and an RWA marketplace.
Next.js
TypeScript
XRPL
RLUSD

PSA L2 Ops AI Co-pilot
@PSA Code Sprint 2025
Oct 2025
Hackathon
3rd runner-up (Top 4 out of 400+ teams), best team for Problem Statement 3: Redefining Level 2 Product Ops. Developed an AI diagnostic assistant for PSA duty officers to automates alert parsing, root cause analysis, and resolution planning with integrated ticketing and analysis system.
AI
Flask
RAG
JavaScript
(Codebase is confidential per organiser guidelines, feel free to reach out for a walkthrough)

SilverSigma
@SUTD WHAT THE HACK 2025
Sep 2025
Hackathon
AI wellness companion for seniors featuring real-time voice chat, a hobby hub with 30+ activities, and the SeniorGram social feed. Accessibility-first design with multilingual support, high contrast UI, and HeyGen streaming avatars powering natural conversations and community class bookings across Singapore.
Next.js
TypeScript
Tailwind CSS
HeyGen API

SentinelAI
@IDP IDEATE 2025
@SoC VIP AY25/26 Sem 1
Aug 2025 - Sep 2025
Startup
In a team of 5, we built SentinelAI, an AI-powered safety system using CCTV/IP cameras to detect falls, strokes, and industrial accidents in real time. The idea was to leverage existing camera infrast...
Python
FastAPI
Next.js
TypeScript
Computer Vision
Machine Learning
RTSP
HLS

SigmaHealth
@NUS LifeHack 2025
July 2025
Hackathon
Finalist (Top 10 out of 60+ teams), best usage of data, best team for Theme 1: Health and Wellbeing. React Native app that integrates real-time Singapore health data, GPT-powered guidance, and community reporting to build an AI-driven, multilingual public health ecosystem.
React Native
TypeScript
OpenAI
Realtime Data

SigmaShield
@DSTA Brainhack Code EXP 2025
June 2025 - July 2025
Hackathon
Finalist (top 20 of 80+ teams). React Native app that uses AI and community insights to detect online scams, analyze suspicious URLs, and educate users through interactive modules, analytics, and a scam discussion forum.
React Native
TypeScript
AI

Ship Vessel Risk Detection
@SMF & NUS MARITIME HACKATHON 2025
Jan 2025
Hackathon
Top 3 (Called for top 3 in University Category out of 93 teams, final ranking undetermined due to absence from oral presentation). Developed an end-to-end NLP pipeline leveraging DistilBERT to classify vessel deficiency severity from PSC inspection reports, including data cleaning, label resolution, and model fine-tuning.
Python
NLP
DistilBERT
