John Chrosniak

Lead Perception Engineer at Cavalier Autonomous Racing
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Location
Charlottesville, Virginia, United States, US

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Experience

    • United States
    • Research
    • 1 - 100 Employee
    • Lead Perception Engineer
      • Jan 2022 - Present

      Charlottesville, Virginia, United States • Lead the design, development, and deployment of the perception stack for a fully-autonomous racecar capable of driving up to 180 mph • Trained a LiDAR-based 3D object detection network to detect opponent vehicles on track • Performed sensor fusion using an Extended Kalman Filter to provide accurate ego-vehicle localization

    • United States
    • Higher Education
    • 700 & Above Employee
    • Machine Learning Head Teaching Assistant
      • Aug 2022 - Present

      Charlottesville, Virginia, United States • Reinforce students' understanding of machine learning and artificial intelligence • Mentor students throughout a semester-long project with the goal of using machine learning to benefit the Commonwealth of Virginia

    • United States
    • Defense and Space Manufacturing
    • 400 - 500 Employee
    • Research Intern
      • May 2023 - Aug 2023

      Springfield, Virginia, United States • Designed and deployed a LiDAR processing algorithm to survey the topography of railroad crossings • Built a LiDAR calibration library using scan matching and Bayesian optimization to synchronize multiple sensors

    • United States
    • Motor Vehicle Manufacturing
    • 1 - 100 Employee
    • Lead Embedded System Engineer
      • Aug 2019 - Jul 2022

      Charlottesville, Virginia, United States • Coordinated PCB and RTOS design of the embedded architecture powering a full-scale, solar-powered racecar • Helped lead the team to compete in its first race in over 20 years

    • United States
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Autonomous Systems Engineering Intern
      • Jun 2021 - Aug 2021

      Arlington, Virginia, United States • Created a software development suite in Java to support communication within a fleet of autonomous mobile robots • Developed an automated setup platform for hardware-in-the-loop simulation across a network of edge devices

Education

  • University of Virginia
    Master of Science - MS, Computer Science
    2022 - 2023
  • University of Virginia
    Bachelor of Science - BS, Computer Engineering & Computer Science
    2018 - 2022

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