About
I love helping people move forward.
Translating human chaos into robot instructions.
I’m a full-stack AI/ML engineer and contractor with a background in data analysis. My work bridges the robust enterprise backend of C#/.NET and the flexible data-science ecosystem of Python— from context engineering and agent orchestration to full-stack delivery.
Currently AI Tech Lead at OKlab (OKsystem), where I focus on autonomous systems that plan and execute complex workflows — not just chatbots that answer questions. I lead technical direction, mentor engineers, and keep the team learning as models and tooling shift every month. As a contractor, I also partner with businesses to ship production assistants grounded in their own data.
Beyond the code: scuba diving, CrossFit, visual arts, and a model/entrepreneur side that keeps me caring as much about how something looks and reads as how it runs.
Experience
- 2025–
AI Tech Lead · OKlab (OKsystem)
Agentic Search, on-prem LLM infrastructure, ComplianceAI, knowledge chatbots. Lead, mentor, and ship.
- 2024–
Independent AI Consultant · Self-employed
Custom AI agents, enterprise RAG, and workflow automation for clients.
- 2024–2025
Data Scientist & .NET Developer · Siemens
Spark analytics, ETL/SSIS, Playwright/Gherkin testing for greenfield .NET/Next.js apps.
- 2022–2023
Junior Fullstack Developer, ML · Scio
ScioBot — hybrid RAG over 8M articles, from research to commercial release in a five-person team. AI Awards 2024.
- 2019
Intern · Behavio Labs
Ad targeting, scraping, regression and SVD/RPCA analysis, FastAPI endpoints.
Education
- Western Governors University
- Artificial Intelligence · 2024–2025
- Charles University (MFF)
- Artificial Intelligence & Data Processing · 2021–2024
Recognition
- ·AI Awards 2024 — ScioBot
- ·Aimtec Hackathon 2021 — winning team
- ·SOČ national top 10 — scientific computing in Python
- ·IPPF — Czech debate delegation (2020–2021)
Curious about
Machine learning
Pretraining, transfer learning, embeddings (LSA, Word2Vec), evolutionary algorithms, and getting the most out of commercial APIs.
Computational neuroscience
Studying the brain and building models inspired by how it works.
Endurance
Long-distance running — I once finished a 112 km ultramarathon in 21:21.
Beyond the code
Explore my mind