Blog

Thoughts on software engineering, data, and technology

Real EstateMachine LearningFull StackPythonDocker

Building a Real Estate Opportunity Engine

I wanted a smarter way to find teardown opportunities in Florida real estate. So I built a full stack platform that scrapes MLS listings, runs an XGBoost model, and scores every property by how profitable a knock-down rebuild would be.

Mar 13, 2026

AI EthicsClassical LogicEducationFull Stack

Building a Triple-Reasoning Chat Analyzer

Taking IDH3600 with Professor Prevaux got me thinking about how AI actually reasons. I built a chat app that forces an LLM to respond three times, deductively, inductively, and abductively, to see how reasoning style shapes the answer you get.

Feb 24, 2026

AIProductivityAutomationNode.js

Building an AI Email Summarizer

How I built a containerized email summarizer using Node.js, Docker, OpenRouter, and Llama 3.3 70B to tame my overwhelming inbox and reclaim my mornings.

Jan 25, 2026