Mustafa Sir

About Mustafa Sir

AI and ML leader with 20+ years building enterprise-scale solutions across logistics, supply chain, advertising, and healthcare, with proven experience at Mayo Clinic, Amazon, and current strategic role at Healthmap reporting directly to executive leadership.• Experienced organization builder who has scaled AI/ML teams from startup to enterprise level, delivering production systems serving thousands of users including multi-agent LLM architectures, risk stratification platforms, and automated clinical workflows.• Distinguished thought leader with 60+ peer-reviewed publications and track record of translating cutting-edge research into measurable business impact, from supply chain optimization to population health management.

Experience

1. Vice President of Ai Ml

   Healthmap Solutions

   Dec 2024 — Present

   Strategic Leadership: Drive enterprise AI/ML strategy for Healthmap, reporting directly to President/Founder with accountability for AI roadmap and competitive positioning in chronic kidney disease population health.• Organizational Building: Built and scaled high-performing AI/ML organizations from startup to enterprise level, deploying predictive models and generative AI solutions in production.• Product Innovation: Architected enterprise risk stratification platform using ML to predict healthcare costs, critical events, and optimize care interventions. Developed proprietary next-best-action engine delivering personalized interventions with measurable health outcomes.• Production AI Systems: Deployed and operate agentic LLM systems enabling clinical efficiency through streamlined member outreach and care plan optimization.• Business Impact: Delivered measurable improvements in member engagement and operational cost reduction, establishing competitive advantage in value-based care delivery.

Education

• University of Michigan

  Master's Degree, Industrial and Operations Engineering

  2002 — 2004

• University of Michigan

  Master's Degree, Electrical Engineering - Systems

  2004 — 2007

• University of Michigan

  Bachelor's Degree, Industrial and Operations Engineering

  2000 — 2002

• University of Michigan

  Doctor of Philosophy (Ph.D.), Industrial and Operations Engineering

  2002 — 2007

Skills

• Algorithms
• Network Optimization
• Mathematica
• Statistics
• Sas Programming
• Higher Education
• Mathematical Modeling
• Optimization Software
• Linear Programming
• Logistics
• Statistical Modeling
• Data Mining
• Data Science
• Supply Chain Optimization
• Sas
• Optimization
• University Teaching
• Simulations
• Operations Research
• Data Analysis
• R
• Matlab
• Qualitative Research
• Python
• Latex