About
I build the whole system, from the agent fleet to the UI. Depth is the point, and I make it cheap.
I start from the business need and the budget.I ship a pilot within a week.Then I improve it from real feedback.
About ten years in software, and in AI since 2022.An AI master's degree from before the LLM wave.Before going independent, I was co-founder and founding engineer at ResearchTech.There I built several research systems.The largest and most complex was the VC research system.It's behind the numbers on the How it works page.
Video analysis is my oldest specialty.My master's thesis was on following objects in video with AI.
Most AI coding problems aren't the model.They're the setup around it.
Track record
LittleBit.devOwn studio
Research as a service.AI systems built end to end.Training and consulting.Clients include Credora, Hacken and Syndicode.
ResearchTechCo-founder, founding engineer
Built the VC research system.And a ~30-step pipeline for startup due diligence.
Read the storyWaypassFounder
WayPass An AI platform for immigration lawyers.They handle Polish residence-permit cases.
GoelettAI and lead frontend
Goelett Customer-support automation.An email pipeline handling ~2,000 messages a day.About three people's work.
Hexagon GeospatialFrontend
Hexagon A real-time event-monitoring system.Used at JFK Airport.
Hackathons
Google DeepMind AI Tinkerers Winner, Google DeepMind x AI Tinkerers, Warsaw
A working MVP in 6 hours.It analyses videos of players to test games automatically.
See the postWarsaw Model Trainers Hackathon
A team of AI agents ran 150+ tests and built the solution itself.A small AI model passed the Polish history final exam, offline: 46 of 60.
See the postOpenAI ElevenLabs OpenAI hackathon with ElevenLabs
The solution was among the top rated.
See the postWinner, ML hackathon 2019
The fastest and most accurate sword tracking in video.
