Personal projects, client work and diploma coursework. Click any card for the full breakdown.
Led end-to-end development of a multilingual NLP translation service for Buddy, OCBC's enterprise chatbot, deployed into production and serving thousands of employees over a 12-month internship.
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AI rehearsal room for high-stakes presentations. Upload a proposal, pick a panel of AI personas and get interrogated before the real meeting. Gemini tracks whether concerns are genuinely resolved in real time.
Interactive 3D globe visualising statistically significant climate trends using real NASA and NOAA satellite data. Tracks eight variables across the planet and uses Claude as an on-board AI guide. Built for NASA Space Apps Challenge 2026.
Geospatial tool that identifies which footpaths Singapore's seniors rely on most, evaluates them for mobility barriers and ranks repairs by impact. Built for the NUS AI for the Built Environment Hackathon.
Singapore fashion marketplace where shoppers enter their measurements once and get a personalised fit score out of 100 for every product, with the exact size to order.
NS reservist attendance app with GPS-verified check-in and a live supervisor dashboard. Replaces manual sign-in sheets and WhatsApp headcounts entirely.
WhatsApp chatbot for my family's Singapore pickleball platform. Smart routing and fuzzy matching handle most queries automatically; GPT-4o-mini covers free text with per-user memory.
Client site for a gym and rehab studio across three Core Collective locations. Includes a booking wizard, admin analytics dashboard and a server-side contact form.
Searchable beverage database to solve a real problem: baristas spending too long on complex recipes. Built and tested during actual working shifts at Starbucks.