Things I’ve built
18 projects and roles: hackathons, coursework, jobs and things of my own.
- Head of Software EngineeringBackend · Systems · Security2026–
BuilderLab
Infrastructure recommendations adopted across the CDN, database and hosting.
- F1 Singapore Grand PrixAccess Control2025–26
BookMyShow Southeast Asia
Scanner readiness and live troubleshooting at the F1 Singapore Grand Prix, 2025 and 2026.
- NUS-ISS Show Me Your AgentsAI Agent Systems2026
ReStock
Rescue delivery fell from 4 kg to 2 kg: only 2 kg recommended, nothing bought twice. Synthetic data.
- PSA Code Sprint 2.0Software/Systems2026
ReRoute
+4.12% expected preserved connections over a greedy baseline. Synthetic benchmark.
- Daytona HackSprintAI Developer Tools2026
Remember
3 repair strategies per failed baseline, 61 unit tests, an 8 minute run budget.
- Academic · Team of threeInteractive Analytics2026
Client Portfolio Prioritisation
64 of 133 clients reach 80% of 2025 revenue.
- Academic · Two-personAI/ML2026
GAN vs VAE
GAN FID 36.7 against the VAE’s 147.2, on one protocol.
- BuildingBloCS · 1st, CSITCybersecurity Game2026
Breach
1st Place, CSIT Category, BuildingBloCS 2026.
- IndependentFull Stack Product2026
Stride
Solo MVP: 16 tables, 64 row-level security policies, 62 tests.
- AcademicMachine Learning2026
Kuzushiji OCR
CRNN 38.4% against CNN 34.8% exact sequence accuracy.
- Push to Prod HackathonFull Stack AI2026
Orin
One meeting in, four briefings out, from five agents running in parallel.
- strAIght up! HackathonAI Productivity2026
ORGIS
Messages sorted into Act now, Review soon and For later. Accuracy not measured.
- Academic · Two-personReinforcement Learning2026
Pendulum DQN
4 of 4 gravity policies beat their random and untrained references.
- AcademicMachine Learning2026
Multilingual Pizza Review Sentiment
0.902 test macro F1 across three classes.
- AcademicMachine Learning2026
Handwritten Letter CNN
94.95% test accuracy across 26 letters.
- AcademicBackend Engineering2026
Cosmic Quest
33 API endpoints over 8 MySQL tables.
- AcademicMachine Learning2025
Applied Machine Learning
0.875 F1 on a class that is 3.39% of the data.
- AcademicData Analysis2025
Career & Labour-Market Analysis
48.6% of computing postings in the top pay quarter, against 22.5% for the rest.
