Edge AI products, open-source builds, and practical engineering — documented on YouTube.
I build local-first systems that prioritize privacy, control, and real-world usability — not demos.
Creating practical solutions
Sharing real-world knowledge
Open source community
Privacy-first posture monitoring for Raspberry Pi — 100% local processing, zero cloud
A local, privacy-first personal intelligence system

Builder of local-first, privacy-preserving systems focused on real-world engineering — not demos, not hype.