This section is where I publish short technical write-ups, implementation notes, general articles, and lessons learned from current product work.
AI & Programming
Practical AI For Real-World Diagnostics
How I built a VIN-based diagnostic assistant with React Native + Supabase. A look at the architecture, data pipeline, and lessons learned from integrating LLMs into a mobile workflow for automotive diagnostics.
Read MoreWrenchIQ
Car won’t start? 5 likely causes (before you call a mechanic)
In a preview of what is available in the WrenchIQ app, here are five things to check if your car won’t start, based on common issues I’ve seen in automotive diagnostics work; quick checks you can do yourself before needing to call a mechanic.
Read MoreAutomation
Bridging Software And Operational Reality
Thoughts on designing systems where mobile, APIs, simulation, and automation all need to align with real-world workflows, constraints, and the importance of building with practical utility and reliability in mind.
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