SOFTWARE ENGINEER · MILWAUKEE, WI
Projects, notes and lessons from building with Python, SQL, Azure and LLMs. Open to Data and AI Engineer roles.
Plain-English questions over 41,188 customer records, answered by a local LLM that only translates. The database does every count, private fields are masked before the model sees them, and nothing leaves the machine.
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
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
Fetches top headlines from trusted sources, summarizes them with AI and posts a digest to Discord every morning at 10 AM.
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
I'm a software engineer in Milwaukee with 4+ years of full-time experience. I build backend services and APIs, the data pipelines that feed them, and AI features. Mostly Python and SQL, with C#/.NET, Angular, Azure and Databricks alongside.