Piotr Wolanski
Building AI systems that operate in the real world.
AI Systems & Engineering · Physical AI · Automation and Robotics · Aerospace · Private Credit
I cofounded Akses, Agentic OS for Private Credit Funds (merged with SixPoint Capital), and Superjoi for the creator economy (project financing — $2.5M raised) + a bunch of other cool stuff.
Startups, deeptech, AI
→ Latest articles
Macro Stress: Market Monitor
U.S. midterms, credit stress and a concentrated equity market are why I built Macro Stress: a way to see whether stress is isolated, spreading, or systemic.
4 OCT 2026
Digital Nose - Phase IV: Building the Odour Dataset
Labelled odour captures for an electronic nose: a fixed BME690 reference, a five-step heater scan, and the first restaurant-like frying observations.
30 SEP 2026
Digital Nose - Phase III: Building the Dataset Before the Model
How an electronic nose stores a BME690, SGP41 and SPS30 array: a full-resolution archive, one-minute summaries, and sensor health before any model.
27 SEP 2026
Digital Nose - Phase II: Building the Sensor Array Before the ML
What I added to the array, the commissioning problems that looked like hardware failures, and why the ML stage still has to wait.
20 SEP 2026
Digital Nose - Phase I: From Hardware to Real-World Data
What I built, how the edge system works, and what the first real measurements taught me.
13 SEP 2026
AI vs Deterministic Workflows
Give the model the messy parts. Keep code in charge of everything the system already knows has to be true.
12 OCT 2025