Deepak Singh Mohan

Data Scientist at Segmentive
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Contact Information
us****@****om
(386) 825-5501
Location
Berlin, Berlin, Germany, DE
Languages
  • English Full professional proficiency
  • German Elementary proficiency
  • Hindi Native or bilingual proficiency
  • Kannada Native or bilingual proficiency
  • sanskrit Elementary proficiency
Skills

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Credentials

  • C programming certification with Excellent Grade
    NIIT Limited
    Feb, 2009
    - Sep, 2024
  • C++ Programming
    INFOTECH EDUCATION
    Jul, 2009
    - Sep, 2024
  • ISTQB Foundation level Certification
    ISTQB - International Software Testing Qualifications Board

Experience

  • Segmentive
    • Germany
    • Software Development
    • 1 - 100 Employee
    • Data Scientist
      • Aug 2019 - Present

      Creating impossible moments in real-time | Cutting-edge video segmentation technology for mobile Segmentive has developed an innovative video segmentation technology for retail mobile devices that empowers users to intelligently remove themselves from live backgrounds to be transported into a scene of their choice. • Training various deep learning models ranging from light-weight MobileNetV3 to heavyweight HRNet, ResNet variants for whole-body image segmentation • Actively involved in researching state-of-the-art algorithms, developing novel model training approaches, and tackling auxiliary tasks like pose estimation and gesture detection • Dataset management, encompassing analysis, preprocessing, creation of new datasets, and customization of existing ones such as COCO, Openpose, Hagrid, and Youtube8M to suit specific tasks • Profiling and pruning of models to reduce their computational complexity Show less

  • Honda Research Institute Europe GmbH
    • Germany
    • Research
    • 1 - 100 Employee
    • Master Thesis Student
      • Jul 2018 - Feb 2019

      Learning Hand adjustments for haptic interactions: to detect any misalignment using haptic feedback from tactile sensors during the process of supporting box-like objects in the human-robot collaboration environment• Understanding the nature and behavior of the tactile sensor pads on the robotic hand used for the interaction with the object• Learning to perform hand adjustments using a suitable reinforcement learning algorithm so as to support the object in the desired way• Learning is performed in both simulated environment as well as the real environment using Schunk Dexterous Lightweight Arm and SchunkDexterous Hand Show less

    • Student Internship
      • May 2018 - Jul 2018

      Title: Integration of the VICON tracking system for dexterous human cooperation robot.• Understanding of the vicon camera system and vicon system tracker. • Integration of the marker object data from vicon tracker system to the dexterous human cooperation robot.

  • Bosch Engineering and Business Solutions
    • India
    • Industrial Machinery Manufacturing
    • 500 - 600 Employee
    • Senior Software Engineer
      • Jun 2012 - Sep 2016

      Worked for Automotive Infotainment Systems as a Pre-Integration Tester, System Engineer, and Automation Test Engineer for System Verification and Validation using CANoe Simulation and CAPL Scripting • Verification and Validation of Embedded Software for PSA cars [Stand-alone CAN protocol-based system architecture] having features of Mirrorlink, Carplay, Android Auto, Car parking, and others • Automating the critical system power management module testing of the infotainment system using an external Webcam and Audio detector and analysis of behavior during startup and cranking • Worked on protocols such as LIN, and CAN for Infotainment systems of Mercedes-Benz, IVECO, Renault, and PSA • Worked at Robert Bosch GmbH , Germany as a part of a deputation for 1 year which helped me to get a better understanding of the above-mentioned modules in the Real environment Show less

  • Robert Bosch Car Multimedia GmbH
    • Senior Software Engineer
      • May 2015 - Apr 2016

      Worked at Robert Bosch Car Multimedia, Hildesheim, Germany as a part of a deputation from Robert Bosch Engineering and Business Solutions Private Limited, Bengaluru, India • Played a pivotal role in test automation and conducted rigorous in-car testing, focusing on the critical system power management module of the Peugeot infotainment system • Demonstrated the deliverable software at the customer's location through multiple visits ensuring seamless communication Worked at Robert Bosch Car Multimedia, Hildesheim, Germany as a part of a deputation from Robert Bosch Engineering and Business Solutions Private Limited, Bengaluru, India • Played a pivotal role in test automation and conducted rigorous in-car testing, focusing on the critical system power management module of the Peugeot infotainment system • Demonstrated the deliverable software at the customer's location through multiple visits ensuring seamless communication

Education

  • Technische Universität Darmstadt
    Master of Science (M.S.), Information and Communication Engineering
    2016 - 2019
  • Visvesvaraya Technological University
    Bachelor of Engineering (B.Eng.), Electronics and Communications Engineering
    2008 - 2012

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