Rose Colangelo

Research Engineer at Teledyne Scientific & Imaging
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Contact Information
us****@****om
(386) 825-5501
Location
Raleigh-Durham-Chapel Hill Area

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Experience

    • United States
    • Defense & Space
    • 100 - 200 Employee
    • Research Engineer
      • Jun 2010 - Present

      ● Designed and developed machine learning neural network algorithms and systems for various artificial intelligence programs aimed at classification problems on multiple sensor modalities including EO, LWIR, MWIR, and SAR imagery. ● Familiar with multiple neural network architectures and experimentation with those architectures. ● Familiar with machine learning frameworks and platforms, such as PyTorch Lightning and Detectron2. ● Familiar with data transformation, augmentation, and selection techniques for machine learning interfaces. ● Led machine learning algorithm and software developers to implement complex systems for DARPA and other government programs. ● Developed DevOps systems for machine learning and data science applications to implement job creation, management, and batching in both on-prem and cloud-based systems. ● Implemented firmware and middle layer software for brain-machine interfaces. ● Interfaced with and demonstrated prototypes and systems for customers including DARPA, DoD, IARPA, AFRL, commercial companies, and corporate R&D. ● Performed security duties as an ISSO for the Intelligent Systems division, including leading a team of security officers to implement and assess full system controls for workstations (Linux and Windows) and server systems. ● Led the integration of embedded systems with other computer systems and developed the necessary communication protocols between systems. ● Led trade studies and selection of optimal hardware for real-time applications given specifications involving SWaP concerns and algorithm needs. ● Performed code optimization tasks to achieve real-time performance. ● Integrated multiple camera modalities (EO, SWIR, MWIR, LWIR) into systems and selected and developed systems around cameras. ● Led selection of camera systems given specific FOV and resolution requirements. ● Designed and wrote automated test software for validation and verification processes. Show less

    • United States
    • Semiconductor Manufacturing
    • 700 & Above Employee
    • Engineering Intern
      • Jun 2009 - Aug 2009

      Reconfigured and ported baseboard management controller firmware from an H8S/2168 to an H8S/2472 microcontroller for design of an Intel marketing board. Reconfigured and ported baseboard management controller firmware from an H8S/2168 to an H8S/2472 microcontroller for design of an Intel marketing board.

    • United States
    • Defense and Space Manufacturing
    • 700 & Above Employee
    • Engineering Intern
      • Jun 2008 - Aug 2008

      Worked on FCS-UGS program, used OrCAD in the design of second generation UGS model and tested first generation UGS equipment. Worked on FCS-UGS program, used OrCAD in the design of second generation UGS model and tested first generation UGS equipment.

Education

  • Worcester Polytechnic Institute
    Bachelor of Science, Electrical and Computer Engineering
    2006 - 2010
  • Oxford Hills Comprehensive High School
  • Technische Universität Darmstadt

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