Category: Projects

I built an NVivo-style research tool in Python in under 40 minutes this morning.

I built an NVivo-style research tool in Python in under 40 minutes this morning. And it reminded me of something important. During my EdTech journey I’ve been exposed…

Building an AI Tool That Automatically Generates VALUE-Aligned Rubrics from Course Assignments

AAEL Labs: Building an AI Tool That Automatically Generates VALUE-Aligned Rubrics from Course Assignments Many instructors spend more time designing rubrics than designing the actual learning activity. What…

Building a model I never thought I’d build.

I haven’t posted to in a while because I spent the last two weekends (and most days in between) building a multi-model sports analytics system with an LLM,…

Mod 2: We finished the tool — and spun up an app on Replit

Over the last sprint I used an LLM to refactor and fine-tune our real-estate rent-estimation engine. The result is a cleaner, deterministic progression that’s easier to reason about…

Building a Two-Step Real Estate Investment Analysis Tool (Step 0: Planning)

Before coding, we plan — and in this screencast, I walk through the concept, tools, duration, and first AI-assisted prompt for the project. We’re building a two-step real…

Mod 3 From Raw Data to a Facebook Marketing List in 30 Minutes

oday I walked through a screencast showing how to take assessor and property data, clean it up, and transform it into a Facebook-ready custom audience list. In just…

Mod 2: Data Enhancement with the MCTA API (AAEL Workflow)

Goal: Turn raw MLS sales into a clean, actionable prospect list by enriching records with Assessor data. Why an API?MLS tells you what sold. The Assessor API adds…

Facebook Marketing Campaign: Module 1

💡 FB Refi Marketing Project – Class 2 Recap This week we showed how you can go beyond the obvious fields in ARMLS and pull “hidden” loan-type data…

Integrating ChatGPT Into Python: A Foundation for AI-Driven Education

🚀 Integrating ChatGPT Into Python: A Foundation for AI-Driven Education 🎓🤖 As part of my doctoral research in Educational Technology, I’ve been developing tools to streamline processes for…