Projects

Supertechstack

2026

A RAG-based knowledge platform that helps users navigate stored documents and ask AI to generate insights grounded in their uploaded materials.

Tech stack: Next.js / TypeScript / FastAPI / PostgreSQL / Vector search / RAG / LLMs / Docker

U.S. Bank Capital Research (2000-2025)

2025

Built a research-grade data pipeline for U.S. commercial banks to study capital structure and cost of capital.

Tech stack: Python / FDIC API / SEC EDGAR / OCR / Pandas / PDF extraction / Financial data QA

Capital Compass

2025

A full-stack equity research platform that turns historical market data into statistically validated return forecasts and interpretable insights.

Tech stack: Python / Django REST Framework / PostgreSQL / Next.js / React / TypeScript

Worklaunch

2025

Improved candidate screening by combining structured skill extraction, semantic search, and a custom ranking model across 3,000+ occupations.

Tech stack: Python / REST APIs / NLP / PostgreSQL / Embeddings

AUCC Website

2025

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