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Chris Harry Patrick

Mid-level AI/ML Engineer specializing in healthcare, risk modeling, and MLOps

UnitedHealth GroupUniversity of Wisconsin–MilwaukeeMilwaukee, WI3 Years ExperienceMid LevelWorks On-Site

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About

Robotics software engineer who built a ROS Noetic-based perception-to-control stack for a pick-and-place robotic arm, integrating OpenCV/TensorFlow vision with motion planning and PID tuning. Demonstrated strong real-time debugging skills (rosbag, queue/latency fixes) and experience deploying reproducible robotics environments with Gazebo simulation, Docker, and GitLab CI.

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Key Strengths

  • End-to-end robotics integration (perception, ROS comms, motion control) for object detection and sorting
  • Built and integrated ROS Noetic nodes for camera, motion controller, and gripper using pub/sub patterns
  • Real-time latency debugging and optimization using rosbag replay, message throttling, and timestamp synchronization
  • Multi-device/heterogeneous robot communication over ROS with bandwidth optimization (image_transport compression)
  • Simulation-first testing approach using Gazebo prior to hardware deployment
  • Reproducible deployment via Docker with automated build/test using GitLab CI

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Experience

AI/ML EngineerUnitedHealth Group · Jan 2025 – Present
AI/ML EngineerHexaware Technologies · Jul 2022 – Aug 2023
ML EngineerHexaware Technologies · Jun 2021 – Jun 2022

Education

University of Wisconsin–Milwaukeemaster, Computer Science (2025)
Velammal Engineering Collegebachelor, Computer Science and Engineering (2023)

Languages

English

Certifications

AWS Certified Cloud Practitioner (CLF-C02)Scrum: The BasicsScrum: The Basics (LinkedIn Learning)

Publications

1 publication

Federated LearningDistributed Machine LearningPrivacy-Preserving Machine LearningImage Classification

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Chris Harry PatrickMid-level AI/ML Engineer specializing in healthcare, risk modeling, and MLOps