v2026.09
Sep 2026 - Present
Flectēre · Forward Deployed Engineer
Snowflake · dbt · CI/CD · Azure · Terraform · Playwright · Claude Code · TanStack · React · TypeScript
Latest release
Tech I work with
Roles, responsibilities, and impact across companies and projects.
v2026.09
Sep 2026 - Present
Snowflake · dbt · CI/CD · Azure · Terraform · Playwright · Claude Code · TanStack · React · TypeScript
v2026.04
Apr 2026 - Jun 2026
v2026.01
Jan 2026 - April 2026
v2025.07
Jul 2025 - Oct 2025
v2024.11
Nov 2024 - Jul 2025
v2023.02
Feb 2023 - Nov 2023
A selection of things I have built. Private repositories are available to share upon request.
AI-Native Problem Discovery
Built and shipped independently: an AI-native platform that surfaces and ranks the real problems Australians are actually complaining about, so founders can validate on evidence instead of hunches. Features an automated pipeline that harvests complaints from Reddit, Hacker News, RSS and ProductReview.com.au, uses an LLM to cluster raw noise into distinct problems, and scores each with a deterministic, reproducible "Itch Score" in code — gated by human review before anything publishes.
Next.js · TypeScript · LLM (Claude) · Supabase
open https://www.crackon.appSaaS Trading Companion
Built and shipped a full SaaS product independently — a psychology-first trading companion for retail forex traders that intervenes before trades are placed to prevent emotionally-driven losses. Features a split-screen pre-trade checklist with live TradingView chart integration, an AI-powered Strategy Lab with backtesting, and a trade journal with discipline scoring. Integrated Stripe payments and Google OAuth; deployed on Vercel.
Next.js · TypeScript · Supabase · Stripe · Google OAuth
open https://www.rexfo.appClimate Risk Web App
Built an interactive climate risk web app with Mapbox for geospatial visualization. Delivered the full project in 8 weeks using agile sprints, integrating React frontend with FastAPI backend for a smooth, responsive user experience.
React · TypeScript · FastAPI · Mapbox · Tailwind CSS
open https://weathertogether.info --password ie0031Pose Estimation API
Developed and deployed a pose estimation API using FastAPI and Docker, containerized and scaled on Kubernetes (OCI). Tested performance with Locust, achieved 95% uptime under load testing with 100+ concurrent users.
Python · FastAPI · Docker · Kubernetes · Locust
Serverless Wildlife Data Platform
Built serverless media tagging system for Monash conservation research using Lambda, S3 event triggers, and DynamoDB with automated bird species detection. Developed query APIs achieving sub-300ms response times through DynamoDB GSI optimization and presigned S3 URLs.
AWS Lambda · S3 · DynamoDB · API Gateway · SNS · Python · Docker
Mental Health Platform
Built full-stack mental health platform with Vue.js frontend and Firebase/Firestore backend, implementing OAuth authentication and serverless cloud functions. Engineered bulk email system, AI-powered chatbot, admin dashboard, and geolocation services with Google Maps API.
Vue.js · Firebase · Firestore · JavaScript · Google Maps
Billing & Operations Platform
Built Freelance BillingOps, a cloud-deployed billing and operations platform for freelancers to manage invoices, clients, and payments in a centralized system. Developed the backend using .NET 10 and ASP.NET Core Web API with Entity Framework Core, implementing secure authentication, rate limiting, and automated database migrations. Integrated Swagger/OpenAPI for API documentation and testing, enabling easier API exploration and developer usability. Implemented PDF invoice generation using QuestPDF and deployed the backend on Render, designing the API to support a modern React-based dashboard frontend.
.NET 10 · ASP.NET Core · Entity Framework Core · QuestPDF · Swagger/OpenAPI · Render · React