Capital Compass
Developed quantitative tools to forecast stock beta and mean reversion using ElasticNet models, featuring a web dashboard for signal exploration.
Tech stack: Python · Pandas · Scikit-learn · Next.js · Django · PostgreSQL
Projects
A curated set of builds across trading, valuation, and skills intelligence. I care about clarity, real impact, and shipping.
2025
WorkLaunch
Maps resume skills to ESCO occupations using embeddings to suggest career paths and highlight skill gaps. Confidential project, developed under a paid contract.
Tech stack: Python · Flask or FastAPI · NLP · PostgreSQL · Qdrant
AUCC Website
A modern, content-managed website for the Auckland University Canoe Club, built with Next.js 15 and Payload CMS. Developed by WDCC in 2025.
Tech stack: Next.js · TypeScript · Tailwind CSS · Payload CMS · PostgreSQL · AWS S3 · Fly.io
IMC Trading Challenge Bots
Implemented rule based and statistical strategies for simulated products, balancing inventory risk and PnL.
Tech stack: Python · Pandas · Backtesting framework
Kitchen Intelligence
Collective Kitchen OS is an AI powered meal planning system that adapts to real households. It combines nutrition goals, ingredient costs, kitchen equipment, local availability, and personal food preferences to generate optimised weekly meal plans and grocery lists.
Tech stack: React · TypeScript · Tailwind · FastAPI · Python · PostgreSQL · SQLAlchemy
Stock Valuation Platform
Valuation platform that helps investors assess stocks using DCF, DDM, and Market Multiples, with ML-based forecasts and risk diagnostics.
Tech stack: Python · Machine Learning · Financial Modelling