Roman Prykhodchenko

Data Scientist at WIDMO Spectral Technologies (formerly SGPR.TECH)
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Contact Information
Location
Cracow, Małopolskie, Poland, PL

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Credentials

  • Neural Networks and Deep Learning
    Coursera
    Dec, 2020
    - Sep, 2024
  • CCNA Routing and Switching: Connecting Networks
    Cisco
    Jul, 2014
    - Sep, 2024

Experience

    • Data Scientist
      • Jan 2021 - Present

    • Junior Data Scientist
      • Jan 2021 - Sep 2021

    • Portugal
    • Research Services
    • 700 & Above Employee
    • Research Fellow
      • Sep 2019 - Mar 2020

      ● Investigation of the state-of-the-art in cooperative perception with teams of robots in forestry environments as part of the tasks set in the SEMFIRE project (CENTRO-01-0247-FEDER-032691).● Developing architecture of the multiple object detection pipeline.● Preparation and training neural network-based framework for semantic segmentation. Deployment of modules and packages for object detection and semantic segmentation in the robot.

    • Research And Development Engineer
      • Nov 2018 - Sep 2019

      ● Developing cooperative people perception system for the multi-robot patrolling tasks of the STOP project (CENTRO-01-0247-FEDER-017562). The system uses a probabilistic approach for data fusion and multi-object tracking based on different detection techniques.● Developed and integrated the module for frame rate control for each detector based on fuzzy logic for efficientdistribution of computation power of an onboard computer.● Selected methods and approaches were tested and successfully verified during the one weak demo in July 2019. Show less

    • Portugal
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Mentorship
      • Jul 2019 - Aug 2019

      ● Computer-aided Design: design of the robotic base. ● Mechatronic: component soldering and robot assembly. ● Arduino: low-level programming. ● ROS: high-level programming of nodes on C++. ●Artificial Intelligence: developing robot control system based on Finite State Machine. ● Computer-aided Design: design of the robotic base. ● Mechatronic: component soldering and robot assembly. ● Arduino: low-level programming. ● ROS: high-level programming of nodes on C++. ●Artificial Intelligence: developing robot control system based on Finite State Machine.

    • Summer Internship
      • Jul 2018 - Aug 2018

      International Craftsmanship International Academy (RobotCraft): ● Computer-aided Design. ● Mechatronics. ● Arduino low-level programming. ● ROS high-level programming. - Artificial Intelligence (Finite State Machines). International Craftsmanship International Academy (RobotCraft): ● Computer-aided Design. ● Mechatronics. ● Arduino low-level programming. ● ROS high-level programming. - Artificial Intelligence (Finite State Machines).

    • Teacher of Robotics
      • Sep 2016 - Jun 2018

      ● Teacher of electronic and programming on Arduino. ● Developing robotic projects for the purpose of helping people. ● Developing methodical materials and technical support. ● Teacher of electronic and programming on Arduino. ● Developing robotic projects for the purpose of helping people. ● Developing methodical materials and technical support.

    • Design And Development Engineer
      • Oct 2015 - Mar 2018

      ● Popularisation of 3D-printing technologies and collaboration with other research laboratories of the university. ● Carrying on and support of the 3D-printing machines. ● Developing a partnership and customer network by the active participation of the main tech events in Ukraine. ● Popularisation of 3D-printing technologies and collaboration with other research laboratories of the university. ● Carrying on and support of the 3D-printing machines. ● Developing a partnership and customer network by the active participation of the main tech events in Ukraine.

    • Software Programmer
      • Nov 2012 - Dec 2015

      Developing multimedia content based on Flash technology and Action Script 3.0 programing language for education purpose and distance learning. Developing multimedia content based on Flash technology and Action Script 3.0 programing language for education purpose and distance learning.

Education

  • AGH University of Science and Technology
    Doctor of Philosophy - PhD, Electrical Engineering, Automatics, Computer Science and Biomedical Engineering
    2020 - 2024
  • Sumy State University
    Master's degree, Computer Science
    2016 - 2018
  • Sumy State University
    Bachelor's degree, Computer Science
    2014 - 2016

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