Hi, I'm Mathieu
"Nothing in life is to be feared; it is only to be understood.
Now is the time to understand more, so that we may fear less."
— Marie Curie
Economist, pricer, data scientist, and entrepreneur
exploring the frontier of agentic technologies.
I built CrashSignal.ai to help people understand market signals, not fear them.
Our agentic AI doesn’t give investment advice — it educates users by showing how data patterns reveal early signs of systemic stress.
CrashSignal.ai is an educational tool that empowers individuals to recognize risk, think critically about market cycles, and act with greater confidence. By transforming complex macro data into visual insights, it helps users see the shift before it happens — replacing noise and fear with understanding and foresight.
CrashSignal.ai — Understand the data more, so that you may fear the market less.