Projects
I was privileged to take part in some of the following projects!
NAFAS
A simple Streamlit web app that helps Malaysian parents predict asthma triggers using real time Air Quality Index data. The app uses a Prophet model to generate forecasts and supports users, especially parents and individuals with asthma, in planning safer daily activities by identifying potential environmental risks.
CAKNAK: Phishing Simulator
CAKNAK is a website designed to foster digital citizenship among Malaysian teens, in line with Sustainable Development Goal 16: Peace, Justice, and Strong Institutions. A core component of the platform is an interactive phishing simulator powered by the Groq AI API and enhanced through prompt engineering. It helps users recognize and resist phishing scams by providing real time message analysis and engaging, scenario based learning experiences.
ASEAN Live Ransomware Dashboard
Set up the Supabase backend and built a live data pipeline to sync ASEAN ransomware data from Ransomware.live. This was then used to build a real-time dashboard on the CAKNAK platform that visualizes weekly and monthly cyberattack trends, helping Malaysian teens understand digital threats through interactive visuals.
CyberQuest: MY Edition
CyberQuest is a game that transforms complex cybercrime data into fun and engaging levels designed for Malaysian teens. Developed in GDevelop, it turns real-world digital threats into interactive challenges that promote awareness and digital citizenship.