LIVE
The Royal Dispatch
AI-powered bedtime storytelling app I built for my daughter. Designed around a sub-2-second conversational latency target for the live-voice mode. GitHub ↗ · Medium write-up ↗
Skills / Experience
- Back-end
- 19y Ruby on Rails · Python (LangGraph, AI pipelines, security work) · Node.js
- Front-end
- 19y HTML / CSS · React / Next.js / TypeScript · Vue, Angular · Nx monorepos · microfrontends
- Databases
- PostgreSQL & MySQL — schema, migrations, query tuning, lock diagnosis · Redis · Elasticsearch
- DevOps & platform
- Kubernetes (k3s, EKS, GKE) · Helm, Kustomize, FluxCD · GitHub Actions · Cloudflare Tunnel · Vault + ESO
- AI-augmented engineering
- Claude Code, Copilot · MCP servers · multi-agent (LangGraph, AutoGen) · prompt/context patterns
Selected Side Projects
IN DEV
Wealth-Management Research System
Six-layer quant research stack — EDGAR/FRED ingestion, two-stage RAG over investment classics, fundamental analyst (owner earnings, ROIC, intrinsic value with Monte Carlo), Qlib quant engine, macro regime allocation, Half-Kelly decision engine. Layers 1–3 running; 4–6 in active development.
LIVE
GitOps Multi-Cluster Homelab
Two clusters managed declaratively from one repo — a 3-node Rackspace cloud cluster and a homelab K3s. Kustomize overlay pattern lets the same app target either cluster. GitHub ↗
Selected Prizes
Feb
2018
2018
2nd place — Startup Weekend Canada
Platform connecting parents with mental-health physicians.
May
2012
2012
2nd place — Health Up HackathonSingapore
Social network for diabetes management — relatives can monitor sugar levels remotely.
Apr
2012
2012
2nd place — PayPal HackathonSantiago
Novel payment flow concept.