A comprehensive collection of my past projects, competitions, and creative endeavors.
A lightweight, paradigm-agnostic RE traceability framework for consumer ML web apps. It helps bidirectionally link a Requirement IDs to artefacts, and was validated on ShareLah — a social expense app with receipt OCR, expense categorisation, and spending forecast.
A Streamlit app that pulls Yahoo Finance prices, computes return correlations, and uses hierarchical clustering to reorder a heatmap so behaviourally similar tickers sit together, and helping surface concentration risk in a portfolio.
This is a community service project designed to bolster fire safety in the Sunway Desa Mentari community, a public housing community. This initiative's implementation help improve the community's fire safety awareness and preparedness for any future fire hazards.
GrabBuddy is an AI-powered chatbot developed during UMHackathon 2025 to support Grab merchants with real-time insights, personalized recommendations, and operational alerts. It's LLM Engine is built with Mistral 7B.
A project developed during SEG2202 Software Engineering course, this in-car display system focuses solely on the design aspect of the in-car display. The system architecture includes key diagrams such as Activity Diagram, Use Case Diagram, Sequence Diagram, and Class Diagram.
A project developed during PRG 2104 Object-Oriented Programming course, this educational game focuses on educating children about nutrition within both the rural and urban context. The game includes learning sections and even a interactive drag-and-drop quiz to test the player's knowledge.
A side project to scrape SEC13F Holdings's based on the CIK number provided by the user. The Streamlit dashboard shows the top 10 buys and sells by Institutional Investors and a list below of all activities to their portfolio between the latest two quarters.