Three mechanical projects fixed with AI over one weekend — Ford Ranger, lawnmower carb removal, lawnmower replacement

AI Boosted My Mechanical Engineering Muscle

TL;DR Over one weekend I fixed a 2001 Ford Ranger that would not crank and a lawnmower that had been sitting in a shed for four years. The truck turned out to be a stuck clutch safety switch — cost, zero. The lawnmower needed a replacement carburetor from Amazon for under twenty dollars. I am not a mechanic. ChatGPT was my shop manual, and the whole thing was driven by photos of my actual parts, not generic internet tutorials. ...

April 19, 2026 · 5 min · Fabian Williams
Learning Tips and Tricks with Llama 3.3

Mastering Llama 3.3 – A Deep Dive into Running Local LLMs

🚀 Introduction Over the holiday break, I decided to dive deep into Llama 3.3, running it on my MacBook Pro M3 Max (128GB RAM, 40-core GPU). What started as curiosity quickly turned into a full exploration of local AI models, Semantic Kernel, and API integrations using Microsoft Graph. In this post, I’ll walk you through my setup, the performance differences between Llama 3.3 and other models like Llama 3.170B, and the practical lessons learned along the way. ...

December 22, 2024 · 3 min · Fabian Williams