How we actually build the systems we ship.
Not illustrative mockups — these are engineering write-ups verified against the running codebase: real modules, real data flows, real trade-offs. What's live is labeled live. What isn't built yet, we don't pretend it is.
NeyborHuud
Engineering an AI-powered community operating system for the Nigerian neighborhood — safety, commerce, and trust as native primitives.
Sentinel AI
Designing a geospatial community intelligence engine — administrative-boundary matching, temporal clustering, and hybrid AI threat scoring, without a spatial database.
Novunt
Building a secure fintech backend — atomic deposit claims, layered idempotency, an immutable double-entry ledger, and threshold-gated withdrawals.
WEBMUSE Career Assessment
Building a decision engine for technology career guidance — recovered from a real GitHub source, expanded into a two-axis scoring model across 26 tech roles.