What I can do
Services.
I lead data and AI delivery. That covers strategy, architecture, and the judgment it takes to ship in a regulated, high-stakes domain. I stay technical enough to direct the work credibly and earn engineers’ trust.
I’ve led three live production systems 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, ML, a live app, and the ops that keep it alive. One accountable owner for the whole arc.
Nidopr →Data acquisition & pipelines
Difficult public sources at large volume, with pipelines that resume after a failure and get monitored so gaps surface early.
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 safety guards that hold up instead of 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 decision product. It maps what’s there and flags patterns for review.
LicitaPR →Every service links to a system you can open right now. These are live products, not slide decks.
Need one of these built, or led?
Tell me the problem and I’ll tell you the shortest path to a working system.