Machine Learning Engineer @ AvaSure · Jacksonville, FL

Connor Malley

Building predictive AI that prevents harm before it happens.

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Connor Malley

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Experience

    • Developed an event-driven patient anonymization platform allowing secure data collection while protecting patient identities
    • Supported development and maintenance of a cloud-based AI patient monitoring application via Oracle Kubernetes Engine
    • Led the development of a new edge-based AI patient monitoring application
    • Supported AI-driven development as an AI Evangelist through the creation of Claude skills and MCP servers
    AvaSure ↗
    • Full-stack development of an aftermarket AI-powered collision avoidance system for industrial and mining applications
    • Finetuned and validated production object detection models for deployment on the edge using custom datasets
    • Implemented MLOps pipelines for iteratively improving AI models and data
    • Led customer facing presentations on custom model deployments
    Matrix Design Group LLC ↗
    • Led sessions teaching high school students the basics of programming and reinforcement learning with Python, Pygame, and PyTorch
    • Implemented real-time SONAR processing algorithms
    • Implemented unit tests and internal data visualization tools

Education

M.S. Computer Science

University of Central Florida, Orlando FL · December 2022

  • 4.0 GPA, ORCGS Fellow
  • Focus in Machine Learning and Computer Vision
  • Served as Graduate Teaching Assistant

B.S. Physics

University of Central Florida, Orlando FL · May 2020

  • 3.96 GPA, Summa Cum Laude
  • Focus in Computational Physics
  • Computer Science Minor

Skills & Certifications

PythonCC#SQLBlazorC++.NETHTMLCSSTypeScript
  • 🎓 Microsoft Certified: Azure AI Engineer Associate
  • 🎓 Microsoft Certified: Azure AI Fundamentals
  • 🎓 AWS Certified: Cloud Practitioner
  • 🎓 DVC Iterative Tools for Data Scientists
  • 🎓 Udemy: Advanced Modern C++
  • 🎓 Udemy: Multithreading with Modern C++

More

Research write-ups and side projects live on the projects page, and photos on the gallery. This site is a Next.js static export on Azure Static Web Apps, deployed with GitHub Actions.

Connor Malley