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Abhishek PG

Abhishek PG

Followers of Abhishek PG1000 followers
location of Abhishek PGThrissur, Kerala, India

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  • Timeline

  • About me

    Techical Lead - Computer Vision at HCLTech

  • Education

    • APJ Abdul Kalam Technological University

      2018 - 2020
      Masters of Technology Mechanical Engineering: specialized in Production Engineering 9.49/10

      • Research Area : Robotics and Artificial Intelligence• Thesis: Autonomous weld joint detection using vision sensors for robotic arc welding

  • Experience

    • Tata Consultancy Services

      Oct 2015 - Jul 2018

      • Automated production daily sanity checks using Unix shell script and Perl script, which saves one man-hour daily for the team• Developed a shell script for production environment housekeeping, which manages the disc space by cleaning off the old and unnecessary files• Automated several manual production activities using shell script and python• Won "On the spot award" 3 times for the best performance• Received highest performance rating (A band) for the financial year 2017-20018 Show less

      • Production Operations Analyst

        Dec 2016 - Jul 2018

      • Assurance Engineer

        Oct 2015 - Nov 2016

    • Nodal Center for Robotics and AI (NCRAI)

      Aug 2018 - Aug 2020
      Researche scholar

      • Created CNN based classifier for Malaria detection from blood samples using Keras in Tensorflow and deployed it to local server using FLASK • Developed algorithm for autonomously detecting weld joint for application of Robotic Welding using image processing techniques in Python OpenCV• Programmed vision based 2D pick and place robot operation using OpenCV and ROS• Developed automatic inspection system for hot rolled steel sheets using CNN in Keras with Tensforflow as backend framework, classifying 6 defect classes with 97% test accuracy.• Created Camera calibration python program to calibrate stereo camera using chessboard calibration pattern Show less

    • InGen Dynamics Inc.

      Oct 2020 - Dec 2022

      Working in the area of Computer vision using deep learning and Robotics using ROS

      • Engineering Manager

        Mar 2022 - Dec 2022

      • Technical Team Lead

        Apr 2021 - Mar 2022

      • Robotics and Automation Engineer

        Oct 2020 - Apr 2021

    • HCLTech

      Dec 2022 - now
      Technical Lead

  • Licenses & Certifications

    • Python for Everybody Specialization

      Coursera
      Aug 2020
      View certificate certificate

    • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

      Coursera
      Mar 2020
      View certificate certificate

    • Convolutional Neural Networks in TensorFlow

      Coursera
      Aug 2020
      View certificate certificate

    • Convolutional Neural Networks

      Coursera
      Apr 2020
      View certificate certificate

    • Capstone: Retrieving, Processing, and Visualizing Data with Python

      Coursera
      Jul 2020
      View certificate certificate

    • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

      Coursera
      Aug 2020
      View certificate certificate

    • Image Classification with CNNs using Keras

      Coursera
      Aug 2020
      View certificate certificate

    • Traffic Sign Classification Using Deep Learning in Python/Keras

      Coursera
      Aug 2020
      View certificate certificate

    • Structuring Machine Learning Projects

      Coursera
      Apr 2020
      View certificate certificate

    • Neural Networks and Deep Learning

      Coursera
      Mar 2020
      View certificate certificate

  • Honors & Awards

    • Awarded to Abhishek PG
      On The Spot Award Tata Consultancy Services Dec 2017 For automating the sanity checks of the production environment which saved one-man hour for the team daily.
    • Awarded to Abhishek PG
      On The Spot Award Tata Consultancy Services Jul 2017 For deploying the critical project on time without any issues to the production environment.
    • Awarded to Abhishek PG
      Star Team Award Tata Consultancy Services Sep 2016 For the best team performance in completing the manual testing of the critical project of the client.