5months
Launch a complex product
IT Lead → Project Director
Built the team and led Decision Engine delivery, from development in December 2024 to production in April 2025.
Read the case ↗CTO / Technology leader· AI / ML
Vladimir Lovtsov.
From your challenge
to a working product.
I work through the challenge, design the solution, assemble the team, and lead delivery. From the first prototype to complex enterprise systems.
10 years in IT, data, and banking productsCurrently Portfolio Director and Cluster IT Lead at T1From idea to launchEND-TO-END
Your challenge is the starting point
What needs
to happen?
Bring an idea, a problem in a live system, or a need for technology leadership. I help define the next step and carry it through.
01
End-to-end product delivery
I lead the work from discovery and the first prototype through development, integrations, and launch.
Approach and outcome 02Expert review and architecture
I review systems, requirements, and vendor proposals to expose trade-offs before they become expensive commitments.
Approach and outcome 03AI / LLM / ML
Document search, information extraction, workflow automation, and agent-assisted development. We start with a useful scenario and measurable criteria.
Approach and outcome 04Technology leadership
I can join as a technical partner or fractional CTO, connecting business priorities with architecture, teams, and delivery.
Approach and outcomeEvidence from my work
Experience, made
concrete.
Enterprise products, multiple teams, and end-to-end accountability. Each case explains my role, specific actions, and the result we achieved together.
14days
Keep product changes moving
Portfolio Director · Cluster IT Lead
Average time to market for changes in my portfolio, coordinating priorities, resources, and dependencies across teams.
Read the case ↗40 → 80%
Improve how teams deliver
Big Data Application Services IT Lead
Process automation in the Big Data area, bringing together graph, geospatial, NER, and ML annotation specialists.
Read the case ↗Built and used in my own practice
Products that put
my approach to work.
I lead engineering and continue to build systems myself, using AI agents, my own framework, and verification. These products can become a starting point for your organisation.
For product founders and engineering leaders
LAF — autonomous AI development
Set the goal and the boundaries. LAF coordinates the task queue, agents, and verification while you focus on the product.
Demo · adaptation · joint development
How it works and where it helps →For project managers, engineering leaders, and portfolio owners
Planograph AI
An intelligent planning assistant that connects backlogs, people, and dependencies into feasible plans, from a sprint to a year.
Demo · adoption · product acquisition
How it works and where it helps →For businesses exploring practical AI applications
Applied AI / ML
From documents and graphs to prediction: my own implementations explore the complete path from data to a working service.
Problem review · prototype · adaptation
How it works and where it helps →For specialists, clients and cooperation partners
SoDelo — a platform for a cooperative ecosystem
Shared resources, products we own and a market for work. I develop the SoDelo digital platform as technical co-founder.
Demonstration · pilot discussion · joint development
How it works and where it helps →
A leader who understands the system
Business, engineering, people.
My background spans engineering education, financial analysis, data, architecture, and ML. I built engineering communities and educational programmes. Today I lead a product portfolio and develop my own AI tools.
How I work through a problem
Understand first.
Then build.
My long-form writing examines decisions, constraints, and consequences for the leader choosing a direction and the specialist implementing it.
AI in development: where it helps and where it creates new risk
A practical model-selection guide: 19 October 2026 API prices, self-hosting, task acceptance and the full cost of AI-assisted delivery.
Building an Alternative Is Only the Start: Calculate the TCO
Compare a product, fork, compatible implementation, and bespoke build through total cost of ownership: upgrades, operations, skills, risk, and exit.
NER for Business: From Entities to a Working Process
What NER actually does, how it differs from intent classification, and how to build a testable hybrid pipeline for Russian text.
Start with a conversation
Have a challenge
worth solving?
Tell me the outcome you want, what exists today, and where the difficulty lies. I’ll propose an approach, an engagement, and the basis for pricing.
Discuss your challenge ↗Hiring a CTO or Engineering Director? →