Projects

Six things I built and what each one had to prove.

Hackathon builds, coursework with real stakes, and side projects. The metric next to each is the one that mattered to the people using it.

TikTok TechJam 2025 · Finalist, Top 12

Tokbokki

Interactive dependency-graph analyser for Kotlin codebases with GitHub OAuth, cycle and heavy-node detection, and AI refactoring suggestions.

Next.js · React Flow · Dagre

NTU Port 63 Hackathon · 3rd place

Paw Patrol

Predictive policing and patrol optimisation with live heatmaps and routing, projecting 40% less crime and 35% faster response.

Django · TensorFlow

CAmPcode × ST Engineering · 2nd runner-up

HealthLib

Healthcare platform with a PyTorch time-estimation model trained by federated learning, so patient data never leaves the device.

React · PyTorch · Federated learning

Side project

Real-v-Fake

Community-driven fake-product detector for e-commerce listings, on a FastAPI backend with Supabase and Hugging Face models.

FastAPI · Supabase · Hugging Face

Regeneron ISEF 2022 · USAID Special Award

Sawasdee-AMP

Portable point-of-care RNA/DNA test kit for clinics without a laboratory.

Hardware · Molecular biology

FPGA & RTL

Packet-processing pipeline

Designed and verified an FPGA packet pipeline across C++ simulation harnesses, Verilog RTL, Hardcaml and cocotb testbenches.

Verilog · Hardcaml · cocotb

Want the code, a demo or the story behind any of these? Ask me — I will send the repo or walk you through it.