Career Portfolio Value

$156M

Current Portfolio

$91M

Healthcare Product Leadership

10+ Years

Product Leadership in Healthcare Technology

Experience / Professional Journey

Gave doctors 7-10 minutes back per visit
— Validated through peer-reviewed research published in Nature Scientific Reports

Professional Journey

From direct patient care to AI-powered healthcare solutions. 12 years of building technology that serves healthcare professionals and patients.

2014ClinicalProductAI2026

UCSFSutterBeckmanDanaher

Key Accomplishments

Own enterprise AI use cases across assigned domains and workflows (e.g., HR, Finance, SDLC), partnering with functional leaders to deliver AI-enabled solutions designed to scale enterprise-wide within Danaher Brain platform
Translate business problems and workflow challenges into actionable AI product requirements, balancing user needs, technical feasibility, risk, and governance constraints
Define and deliver AI-enabled capabilities including LLM-based tools, retrieval-augmented generation (RAG), and agent workflows within Danaher's enterprise AI platform
Lead end-to-end product execution from discovery and experimentation through production rollout, collaborating with engineering, data science, security, and compliance teams
Evaluate AI vendors and platforms, supporting build vs buy decisions and managing vendor relationships for assigned initiatives
Establish feedback loops using adoption metrics, usage analytics, and stakeholder input to drive sustained adoption, workflow integration, and responsible AI deployment

“Madina was a pleasure to work with. When tasked with the difficult assignment of learning a new program to visualize our data, she not only figured out the basics but became our go-to expert. We continue to use what she created as a template for future analyses.”

Hannah Husby

Sr. Research Project Manager, Sutter Health

Impact Through Innovation

Every role has reinforced my belief that the best healthcare technology is invisible to users. It simply works, giving clinicians more time with patients and patients more confidence in their care. This philosophy drives everything I build, and it's why I'm excited to bring this approach to AI-powered healthcare solutions that will shape the next decade of patient care.

Research & Publications

Co-authored peer-reviewed research on clinical decision support and chronic disease management, translating informatics innovation into measurable healthcare outcomes.

JMIR Medical Informatics paper thumbnail

Medication non-adherence and therapeutic inertia independently contribute to poor disease control for cardiometabolic diseases

JMIR (Journal of Medical Internet Research) Medical Informatics | September 2022

DOI: 10.2196/38385Cited by 15+Retrospective Cohort Study

Retrospective cohort study analyzing medication adherence patterns and therapeutic inertia in chronic disease management. Demonstrated how non-adherence and clinical inertia independently contribute to poor disease control in cardiometabolic conditions.

Nature Scientific Reports paper thumbnail

Evaluating the Impact of a Point-of-Care Cardiometabolic Clinical Decision Support Tool on Clinical Efficiency Using Electronic Health Record Audit Log Data: Algorithm Development and Validation

Nature Scientific Reports | October 2022

DOI: 10.1038/s41598-022-21916-8Cited by 8+Algorithm Validation Study

Algorithm development and validation study using EHR audit log data to quantify clinical efficiency improvements. Demonstrated measurable time savings (7-10 minutes per visit) through validated methodology analyzing physician interaction patterns with clinical decision support tools.

Bridging academic research with practical product development to create healthcare solutions that work in the real world.

Product Leadership in Healthcare Technology

Professional Journey

Danaher CorporationCurrent Role

Key Accomplishments

Beckman Coulter Diagnostics

Leica Biosystems

Sutter Health

UCSF Benioff Children's Hospital

Impact Through Innovation

Research & Publications

Medication non-adherence and therapeutic inertia independently contribute to poor disease control for cardiometabolic diseases

Evaluating the Impact of a Point-of-Care Cardiometabolic Clinical Decision Support Tool on Clinical Efficiency Using Electronic Health Record Audit Log Data: Algorithm Development and Validation

Professional Journey

Danaher CorporationCurrent Role

Key Accomplishments

Beckman Coulter Diagnostics

Leica Biosystems

Sutter Health

UCSF Benioff Children's Hospital

Impact Through Innovation

Research & Publications

Medication non-adherence and therapeutic inertia independently contribute to poor disease control for cardiometabolic diseases

Evaluating the Impact of a Point-of-Care Cardiometabolic Clinical Decision Support Tool on Clinical Efficiency Using Electronic Health Record Audit Log Data: Algorithm Development and Validation