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Contact Information

Name Mohcine Madkour
Professional Title Senior AI/ML Engineer & Architect
Email mohcine.madkour@gmail.com

Professional Summary

PhD in Computer Science with 10+ years delivering production AI systems across healthcare, medical robotics, and industrial IoT. Expert in agentic AI, LLM/GenAI engineering, RAG pipelines, MLOps, and computer vision. Mirth Connect certified with deep HL7/FHIR experience.

Experience

  • 2021 - 2023

    Remote

    Senior AI/ML Engineer
    Intuitive Surgical
    • Built predictive maintenance MLOps system for global surgical robot fleet — 25% unplanned downtime reduction and $700K+ annual savings
    • Designed CI/CD pipelines for ML (GitHub Actions, MLflow, Evidently) with automated quality gates
    • Real-time telemetry ingestion with PySpark, Azure Databricks; model monitoring with Evidently and Azure ML Monitor
  • 2019 - 2021

    Indianapolis, IN (Remote)

    AI/ML Engineer — Connected Diagnostics
    Cummins
    • PreventTech/Connected Diagnostics platform — IoT predictive diagnostics for connected engine fleets
    • PySpark feature engineering on Azure Databricks; Azure ML for model training and deployment
    • Fault prediction and remaining useful life estimation across millions of daily telemetry points
  • 2016 - 2019

    Gainesville, FL

    Research Scientist — Biomedical Informatics
    UF Health / UF Shands Hospital
    • Built MySurgeryRisk clinical AI platform — surgical complication prediction (AUC 0.82–0.94)
    • Mirth Connect certified; designed bidirectional HL7 v2/FHIR R4 integration with Epic EHR
    • HL7 ADT, ORU, ORM message processing; interface specifications with Epic analysts

Education

  • 2016 - 2019

    Postdoctoral Fellowship — Biomedical Informatics
    University of Florida
    Computer Science
  • 2012 - 2016

    PhD
    University of Florida
    Computer Science
    • Dissertation in biomedical AI and clinical informatics

Skills

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