I engineer
LLM products
that ship to production.
Principal AI/ML & Full-Stack Engineer with 15+ years building scalable AI, web, mobile and cloud products, from LLMs, RAG and AI agents to React, Node.js and AWS. I own systems from architecture through production, with a focus on performance, reliability and business impact.
From model to product, end to end.
I take ambiguous AI ideas and turn them into fast, reliable, measurable products your users actually use.
Skills & technologies
A full-stack, AI-first toolkit refined across research labs, fintech and large-scale e-commerce.
Work experience
18 years across AI research labs, product companies and engineering consultancies. Swipe, use the arrows or pick a company.
Highlights & case studies
Measurable outcomes from production systems. Click any card for details.
A clear process, no surprises.
Senior-level ownership with transparent communication at every step.
Discover
Clarify goals, users, constraints and success metrics. Find the highest-leverage problem first.
Architect
Design the system: models, data, APIs and infrastructure, with documented decisions and trade-offs.
Build & evaluate
Ship in small, tested increments with evaluation harnesses, CI/CD and observability from day one.
Scale & optimize
Profile, tune and harden for cost, latency and reliability, then hand over clean docs and runbooks.
Bachelor of Engineering, Computer Software Engineering
Lviv Polytechnic National University
Have an AI or web product in mind?
Whether it's a RAG assistant, an AI agent, LLM cost optimization or a full-stack platform, I'd love to hear about it. I usually reply within 24 hours.