Full-stack developer with a builder's bias. I like starting things from scratch, launching fast, and owning the outcome end to end. Self-taught by habit, building whatever is interesting.
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The Story
I made the jump into tech in 2023, after a few years in product management and bootstrapping small businesses. What carried over is the way I like to work: build from scratch, launch fast, own the outcome.
Mostly self-taught, my downtime goes into fundamentals and side projects. Lately I've been going deep on machine learning, and the slow battle with my own attention span. 🙊
When I'm not coding I work on my jab and cross on the punching bag, run zone-2, do calisthenics, and throw the occasional pot from clay. 🥊
Now
Senior Software Developer at Synapxe, building HealthHub Plus.
Teaching myself ML, plus a steady stream of side projects.
Stack of the moment
By the numbers
Certifications
02
Jan 2025 - Present
Working on HealthHub Modernisation and HealthHub Plus, the consolidation of Singapore's public healthcare cluster apps into one national health app. Built the appointments, medication refill, pharmacy queue, and AutoPay modules, serving millions of residents.
Jun 2023 - Apr 2024
Built and maintained internal full-stack tools. Led frontend on responsive, accessible web apps and partnered closely with backend on API design and feature integration.
Dec 2022 - May 2023
Industry-funded full-stack programme at NUS-ISS, followed by attachment in a financial institution. Shipped Angular + Spring Boot apps backed by MySQL, Mongo, and Redis.
Jul 2021 - Apr 2022
Drove logistics, marketing, training, and technical support for the US launch of the iSR'obot Mona Lisa 2.0, a robotic MRI-Ultrasound fusion platform for prostate biopsy and focal therapy.
2020 - 2022
Partnered with IHLs to deliver data science and software engineering courses to adult learners. Launched the first cohort of a full-stack coding bootcamp in the Philippines.
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2026AI storefront employee for small service businesses. Quotes jobs from the business's real rate card, sends PDF quotes, books actual appointments on the owner's cal.com, and remembers every customer via Engram memory. Anything consequential escalates to the owner's Telegram for one-tap approval. Built for the Qwen Cloud Global AI Hackathon.
2026Self-managing memory layer for AI agents, attachable to any agent over MCP. Fast episodic capture and hybrid recall while active; during downtime a sleep/REM cycle consolidates raw episodes into durable knowledge, forgets the stale, and reconciles contradictions. Ships with a brain-graph viewer and a 12-gate eval suite that passes 3× on real Qwen. Built for the Qwen Cloud Hackathon.
2026AI tutor for A-level General Paper. Students draft essays and get instant feedback, model answers, and exam-style tips, with subscription billing baked in. Traction: ~1,000 unique visitors in launch month from a single Reddit post; now ~200 organic visitors a month with 3 paying users.
2026AI-assisted sourcing for custom furniture and cabinetry, straight from the factory. Describe a piece and skip weeks of Mandarin back-and-forth and the middleman markup, with humans in the loop for inspection. Traction: ~S$6.5k GMV so far, with ~S$30k GMV in warm leads.
2026Browser-only Instagram carousel designer. Paste structured JSON, pick a palette and layout, and export feed-ready PNGs. No backend, nothing leaves your browser.
2026A personal software compiler for macOS. Press a hotkey, describe what you want, and Nimbus generates it as a live floating panel or full app, reading on-screen context from any app via the macOS Accessibility API. Streaming generation, SQLite persistence, and version history built in.
2025Autonomous AI QA agent that drives a real browser to test web apps end to end. Describe a flow in plain English and it navigates, clicks, and reports what passed or failed. Built solo for the Synapxe Innovation Challenge.
2025A Telegram bot with David Goggins' personality. Set your wake and sleep hours and it fires motivational messages on your schedule to keep you accountable and stay hard. Traction: 40 real users from 2 Reddit posts.
2025Conversational AI travel-insurance agent. Buy cover by talking, not filling forms. Built for the MSIG × Ancileo hackathon with Claude, Deepgram voice, and DynamoDB.
Private project
2025AI-powered construction quality control. Log site defects, auto-classify issues, and track resolution from punch list to sign-off. Built for the IMDA Open Innovation Challenge.
2025AI home-staging app. Upload a room and get redesigned, photoreal interior inspiration in seconds, powered by OpenAI and Replicate image models.
Private project
2025Family task and medication manager: assign chores, track meds, and keep the whole household in sync. Built for Open Government Products (OGP)'s community hackathon.
2024AI-powered note-taking app with a rich editor, automatic thumbnail generation via DALL·E, and AI autocomplete that picks up where you stop typing.
2024Personal health copilot. Upload medical documents, ask questions about your symptoms, and chat with an AI grounded in your records via RAG.
2024A bedtime-story generator built for my nephew. Feed it an age, a name, and a moral, and get back a story you can actually read aloud.
2023Personal project tracker. Create projects, log updates, watch momentum over time. Originally Angular + Spring Boot, rebuilt on MERN.
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Languages
Frontend
Backend
Data & Infra
AI
Tooling
05 · Contact
Always up for conversations with builders, founders, and anyone with interesting problems to solve.