PROJECTS

Things I've built

Each one has a write-up of how it works, what broke, and the code.

Local LLMAI + Data Engineering

Bank Text-to-SQL Bot

Ask a bank's customer database questions in plain English and get exact answers. A local LLM writes the SQL; the database does the math, so numbers are never hallucinated. Private fields are masked before they reach the model.

41,188 customers · read-only queries · runs fully offline

  • Python
  • SQL
  • SQLite
  • Ollama
  • Qwen 2.5 Coder
Local AI appAI engineering

TrueFit

Finds real US job postings, tailors my own resume to each one and shows the gaps. Honesty rules are enforced in code, not trusted to the AI, and it never applies for me.

6 job sources · resume import · application tracker

  • Python
  • FastAPI
  • Ollama
  • REST APIs
LiveWeb app

Tally

A shared-expense web app for trips, flatmates and dinner clubs, with shared groups that sync live across phones.

32 end-to-end tests · no build step · no sign-up

  • JavaScript
  • Playwright
  • GitHub Pages