A hands-on curriculum built for clinical reality.
Six modules designed to take you from encountering friction to building working tools that solve it.
The Curriculum
Six intensive modules engineered to transition you from writing notes manually to deploying enterprise-scale clinical automations.
"Why does it take me 16 minutes of admin for every 11 minutes with a patient?"
Lessons
What is AI?
Strip away the hype and break down exactly what Machine Learning, NLP, and Generative AI mean in clinical context. Engage with interactive concept maps to see how systems process medical data.
How large language models work
Dive under the hood to grasp context windows and temperature settings. We'll examine live demonstrations of why hallucinations happen and how to avoid them during daily workflows.
The physician's AI stack
Map the clinical ecosystem of ambient scribes and decision support applications. Complete an exercise to identify exactly where each tool natively fits into your specific clinic.
AI ethics, bias, and patient safety
Critically evaluate algorithmic bias from flawed clinical datasets and explore fairness metrics. Dissect rigorous case studies establishing the physician's responsibility regarding patient safety.
HIPAA, FDA, and regulatory guardrails
Learn definitively what you can build within a healthcare environment. By mapping out exemption criteria, you will establish bulletproof regulatory guardrails for any tool.
Outputs
What You'll Build
You won't just learn theory—you'll construct your very first clinical note summarizer from scratch and stress-test it against FDA frameworks.
Assessment
A comprehensive quiz on accurate AI terminology and regulatory classification to ensure you are ready to build safely.
Meet Your Instructors
Built by professionals who understand both sides of the equation: clinical reality and technical execution.
With over a decade of experience designing and deploying secure, enterprise-grade healthcare systems, Osama has built impactful digital health solutions from the ground up—including founding Duniya Health. He bridges the gap between complex technical architecture and clinical reality, teaching practitioners how to systematically translate their workflow friction into scalable, reliable tools.
A practicing physician-innovator and Hematology/Oncology Fellow at Karmanos Cancer Institute, Dr. Odabashian intimately understands the demands of clinical workflows. As an investor and advisor to numerous health-tech startups through HaloHealth, he brings a rare dual perspective: the front-line reality of patient care combined with a deep, practical understanding of exactly how AI can safely augment the physician's daily practice.