Nova Poshta has launched a programme called “Humanitarian Post of the Country” that lets charitable foundations send shipments…
I take on problems that have no ready-made solution
ERP and document workflow, warehouses with computer vision, forecasting models — designed and taken all the way to a running system. This site is a working archive of that: real problems, the architecture, the mistakes, the fix. Help yourself. And when a task needs solving fast — write to me.
Plants, public institutions, energy companies — projects where a mistake in the architecture costs years of rework.
Problem write-ups
Real problems from real projects — with the architecture, the mistakes and a solution you can repeat.
Case studies
One system for an urban-planning authority: land parcel records, digitising paper survey sheets into AutoCAD, object recognition on satellite and aerial imagery.
Production planning, supply, costing, sales, accounting and tax, payroll and HR — one loop instead of a dozen disconnected programs.
Raw-material quality control on the conveyor, automatic load measurement, free-slot calculation and forklift navigation.
Ways of working
Three formats. Most engagements start with the first — to find out whether the second is needed.
A review of what is already built: where the bottlenecks are, what to repair and what to rewrite. You get findings and a plan of action, not a slide deck.
Architecture, specification, technology choices, effort and budget estimates. A document any team can build from.
Assembling a team around the task and setting up how it works: roles, process, control of results. For problems where the solution still has to be found — computer vision, AI, mathematical models.
What I am doing now
Research and applied projects where data, computer vision and industrial automation meet.
Training specialists for the work that comes into the company: from data analysis to applied AI.
Co-founder and head. Some of the technical work behind it is written up on the blog.
Tell me what needs building
Describe the task in a couple of paragraphs. I will answer whether I can take it on — and suggest where to start.