Grid-first layout architecture
12-column desktop system with 8px base unit. Panels, regions, and fields as first-class objects.
Labs
Field notes, system diagrams, and research records from work at the intersection of ML and embedded systems.
Oxide-informed color theory
How engineering restraint shapes a color system: monochrome first, accent as signal only.
TinyML pipeline - edge inference
On-device inference architecture for microcontrollers. Quantization, power budgets, OTA updates.
Utility infrastructure and digital transformation
Field notes from leading hardware engineering teams building electricity retail systems in Nigeria.
Type role taxonomy
Three-role typography: sans for structure, serif for authority, mono for technical texture.
Embedded video analytics - lessons learned
What breaks in production that never breaks in the lab. Notes from robotics and video analytics deployments.