Fabian G. Williams aka Fabs

Fabian G. Williams

Principal Product Manager, Microsoft Subscribe to my YouTube.

AI Boosted My Mechanical Engineering Muscle

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. I am not a mechanic — ChatGPT was my shop manual, and the diagnosis was driven by photos of my actual parts.

Fabian Williams

5-Minute Read

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

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.

Mastering Llama 3.3 – A Deep Dive into Running Local LLMs

I compared Llama 3.3 with older models like 3.170B and Phi 3, tested Microsoft Graph API integrations using OpenAPI specs, and explored function calling quirks. The results? Not all models are created equal!

Fabian Williams

3-Minute Read

Learning Tips and Tricks with Llama 3.3

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.

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