Chris Patrick

AI/ML Engineer | 3+ Years Experience in Healthcare, Finance & E-Commerce Expertise in Python, TensorFlow, PyTorch, AWS SageMaker & MLOps Delivering Scalable, Ethical & High-Impact AI Solutions Driving Real-World Results

Role
Ai Ml Engineer at UnitedHealth Group
Location
Milwaukee, WI, US
LinkedIn followers
500 followers
Information TechnologyView LinkedIn profile

Experience

  1. Ai Ml Engineer

    UnitedHealth Group

    Jan 2025 — Present · WI, US

    Improved patient risk scoring accuracy 28% using AWS SageMaker models, reducing readmissions 15% and supporting healthcare decision-making nationwide.• Reduced data latency 40% by automating ETL workflows with Python, Pandas, SQL, and AWS S3 across healthcare systems.• Ensured HIPAA compliance by integrating fairness monitoring frameworks, strengthening Responsible AI adoption across enterprise-level machine learning healthcare applications.• Boosted workflow efficiency 25% by deploying scalable Flask and FastAPI inference APIs, enabling real-time healthcare decision support.• Delivered actionable insights by developing reporting dashboards integrating predictive model outputs, improving executive healthcare decision-making processes significantly.• Increased model scalability with automated retraining workflows, ensuring consistent production accuracy and performance in healthcare applications.• Strengthened cross-functional collaboration between clinicians, engineers, and data scientists to integrate AI-driven solutions into provider systems.

Education

  • University of Wisconsin-Milwaukee

    Master of Science - MS

    2023 — 2025

  • Velammal Engineering College

    Bachelor of Engineering - BE

    2019 — 2023

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Chris Patrick — Ai Ml Engineer at UnitedHealth Group in Milwaukee, WI, US | Unifers