Researcher · Builder
I turn noisy signals into decisions machines can trust.
PhD researcher in fault detection and signal processing, and founder of Dashcaf — a simulation platform that makes engineering easier to learn and build with.
Currently: researching physics-guided transformer networks for aero-engine diagnostics, and growing Dashcaf.
What I build
From diagnosing faults in woodworking machinery to a PhD in signal processing to founding Dashcaf — the through-line is making machines, and the knowledge behind them, easier to trust.
Research
Physics-guided diagnosis for aero engines
PhD work at Windsor ⋈ Guilan on transformer networks grounded in real physics, not just historical data.
Read the research →My startup
Dashcaf
A browser-based block-diagram simulator — 14 engineering disciplines, no install, no license fee.
See the project →Get in touch
Let's talk
Research collaboration, a Dashcaf question, or anything else — I read every message myself.
Contact me →