Rayan Sadri
Product and GTM in health & deep tech. Previously co-founded Carez AI — shipped synthetic brain CT & MRI at enterprise scale. What’s next is TBD; the work below is real.
Millions of slices · demos · narrative · not a deck
What we built · Carez AI
Harmonized brain CT & MRI — multi-site ingestion, preprocessing, QA, models in production.
4.2M+ slice-equivalents · training & validation pool · 12+ sites · weekly cadence
X · reach
GitHub · cadence
Public commit graph — same muscle memory as shipping product. Profile.
Dataset pipeline · Carez AI (past)
Single-site dumps, inconsistent labels, long loops before research-grade brain CT/MRI could touch a model.
Multi-site brain CT & MRI, repeatable preprocessing, QA hooks — we shipped models, not slides.
Timeline
Raised between cities — early bias toward building things with limited resources.
Engineering discipline; later the bridge into health and deep tech.
Co-founded, ran product & GTM — enterprise motion, security reviews, deals in a brutal healthcare market.
Next chapter — still in public on X; still building.