Healthcare Domain
Clinical foundation from UCSF operating rooms to global healthcare systems
Product Management
Leading global portfolios, FDA compliance, and cross-functional teams
AI/ML Product Development
Building production AI systems from RAG to multi-agent orchestration
Skills & Expertise / Core Competencies
I translate complex healthcare needs into products that work. From bedside to boardroom, clinical workflows to AI systems.
I bridge technical and clinical worlds. Here's what makes me effective at translating complex healthcare needs into products that work.
Production systems and tools I've built from the ground up
Building products that solve real problems
Clinical systems and regulatory expertise
Enterprise AI products from discovery to production
Leading global teams and complex initiatives
“Madina is a powerhouse in the world of Product, technology, and healthcare. In virtually no time, she became the strategic Product Manager that she is today, guiding the growth of cutting-edge diagnostic tools that make a massive difference in global human health.”
Jesse Craciun
Consultant, IGS Energy
“Madina is a respected technical leader known for her integrity, responsiveness, and team engagement. Her roadmap thinking and software expertise are key assets, and she's viewed as a go-to resource across multiple functions.”
Douglas Matthews
Senior Manager, Beckman Coulter Diagnostics
The best healthcare technology doesn't draw attention to itself. My goal is to build products so intuitive and reliable that clinicians can focus on patients, not software - tools that work at 3 AM with skeleton crews.