What I can do
Services.
Vizlogic is my independent data & AI practice. I take a problem from raw data to a running system — architecture, pipelines, models, the application and the operations — and I stay on to run it. Six years in regulated healthcare and government data set the bar for what “correct” has to mean.
Each offer below maps to a system of mine you can open right now. Engagements come in three shapes: a fixed-scope build, ongoing operation of what I built, or an audit of what you already have.
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
Ordering, kitchen display, inventory, sales tax and end-of-day close — on your own cloud.
StreetOS →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.
How an engagement works
Four steps, no surprises.
- A short call to name the problem and what “done” looks like.
- A written scope with a fixed price or a monthly retainer.
- Build in the open: a running system you can click on within weeks, not a deck.
- Handover with documentation and tests — or I keep running it for you.
Need one of these built, or run?
Tell me the problem and I’ll tell you the shortest path to a working system — a written scope, a fixed price or a monthly retainer, and something you can click on within weeks, not a deck.