What I can do
Services.
I lead data and AI delivery end-to-end — strategy, architecture, and the judgment that gets things shipped in a regulated, high-stakes domain — and I stay technical enough to direct the work credibly and earn engineers’ trust.
The proof isn’t slideware. It’s three live production systems I led from raw data to a running product, directing architecture, model evaluation, and an AI-assisted delivery layer. Each offer below maps to a system you can go look at.
End-to-end data products
Acquisition to ML to a live app to the ops that keep it alive — end-to-end delivery with one accountable owner for the whole arc.
Nidopr →Data acquisition & pipelines
Difficult public sources, large volume, resumable and monitored so gaps get caught, not missed.
LicitaPR →AI/ML that survives production
Models with calibrated uncertainty that withhold low-confidence answers, plus LLM enrichment, semantic search, and private/local LLM pipelines.
Nidopr ML →BI & observability
One dashboard for your whole business, alerting to your phone, self-hosted with no vendor lock-in.
Nidopr Monitor →Marketing & workflow automation
Autonomous, data-grounded publishing and alerting with real safety guards, not a brittle script.
FB auto-poster →Small-business operating systems
Website, POS, inventory, and admin on your own cloud, with no per-seat SaaS fees.
FT-OS →Government / procurement intelligence
Public records turned into a forward-looking decision product — mapping what’s there and flagging patterns for review.
LicitaPR →Every service links to a system you can actually look at. The proof is live, not slideware.
Need one of these built — or led?
Tell me the problem; I’ll tell you the shortest path to a working system.