[ BLOG ]

Notes on building

Thinking out loud about AI products, health data, and what it takes to ship them.

01Jan 27, 20253 min read

Welcome to My Blog

Kicking things off — what this blog is about, how it syncs with my Medium (@databyjay), and the content pillars I'll write on: data science in healthcare, AI and ML, health informatics, technical tutorials, and career insights.

WELCOME
Coming soon →
02Dec 15, 20246 min read

From Healthcare to Data Science: My Journey

A personal narrative on moving from healthcare into data science, and why I believe every patient interaction generates data that could save lives — we just need to learn how to listen to what it's telling us.

CAREER
Coming soon →
03Nov 28, 20248 min read

Building Computer Vision Models for Medical Imaging: Lessons Learned

A deep-dive on the real challenges of CV in medical imaging — data annotation, inter-observer variability, and class imbalance — and the practices that made models trustworthy.

TECHNICAL
Coming soon →