How I used Claude Skills to transform messy supplier datasheets into clean, consistent JSON—and why it matters for battery engineers.
My Thoughts
Insights on battery technology, data engineering, and industry trends. Click tags to filter.
Jan 21, 2026
8 min read
How AI agents solved my 3-year struggle with knowledge management. A practical guide to using Obsidian with AI for sustainable note-taking.
Jan 4, 2026
15 min read
Why solid data foundations matter more than piling models on messy inputs—notes from production AI work.
Dec 17, 2024
6 min read
Turning Battery Data Into
Predictive
Intelligence
Battery Systems Engineer • PhD • Formula E • McLaren
From hypercars at McLaren to Formula E racing—I bridge cell-level physics with real-world performance through ML-driven analytics and digital twin systems.
2,700+
Citations
50%
Accuracy Boost
6+
Years in Industry