Sagar Jha

Sagar Jha

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location of Sagar JhaChampaign, Illinois, United States

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  • Timeline

  • About me

    Software Engineer @ JPMorgan | Mitacs GRI'22 | Ex-Fanuc | CSE @ Thapar, Patiala | Mechatronics @ ISTC, CSIR-CSIO, Chandigarh

  • Education

    • Indo Swiss Training Centre

      2012 - 2016
      Advanced Diploma Mechatronics, Robotics, and Automation Engineering Gold Medal

      Activities and Societies: Member of ISTC Robotics Club.

    • Thapar Institute of Engineering & Technology

      2020 - 2023
      Bachelor of Engineering - BE Computer Science and Engineering 9.73
    • Institution of Engineers of India (IEI), Kolkata

      2016 - 2019
      AMIE (Professional Degree) Electronics and Communication Engineering

      Activities and Societies: AMIE (Associate Member of Institution of Engineers)

  • Experience

    • FANUC India Pvt Ltd

      Aug 2016 - Aug 2020
      • Sr. Deputy Engineer (Robot System Engg)

        Apr 2018 - Aug 2020
      • Deputy Engineer (Robot System Engg)

        Aug 2016 - Mar 2018
    • Thapar Institute of Engineering & Technology

      Sept 2021 - Dec 2022
      Deep Learning Research Intern

      Worked on a research project involving Heart Rate Estimation using Vision Transformers to predict rPPG signals from Facial videos.We propose a JTCNet for rPPG based HR estimation. JTCNet incorporates a local spatial-temporal change modeling network based on CNN with spatial and frequency domain losses, and a long-range temporal change modeling network based on Transformer.

    • Indian Institute of Technology, Kharagpur

      Nov 2021 - Feb 2022
      Computer Vision Intern

      Developed a CV-based system using quadcopter live feeds to detect crops and monitor intruder activity. Implemented DL models (YOLOv4/v5, SSD, MobileNet, VGG16) for crop detection, plant disease, pest, and nutrition monitoring.Created a crop dataset of local Indian crops, training models for accurate detection and health assessment

    • Mount Royal University

      Jun 2022 - Aug 2022
      MITACS-GRI'22 - Globalink Research Intern

      Research-based summer internship at the Mathematics and Computing dept, MRU, under Prof. Yasaman Amannejad's mentorship in the Distributed Machine Learning domain (Federated and Split Learning).We worked on the idea that can a server utilize deep learning models for training or inference without accessing raw data from clients? Split learning naturally allows for various configurations of cooperating entities to train (and infer from) machine learning models without sharing any raw data or detailed information about the model.Developed 6 different deep learning architectural algorithms using Split Learning and Federated Learning techniques. Explore the benefits of one algorithm over another using various experiments and analyses. The algorithms were implemented on Edge devices (RPi, Jetson Nano, etc.) and on huge compute servers to accommodate different configurations of computing devices and their effects on the algorithms. Show less

    • JPMorgan Chase & Co.

      Jan 2023 - now
      Software Engineer

      My team monitors JPM's suite of trading algorithms by generating 400K+ real-time order status and performance updates per day using a KDB+ based alerting engine. We also produce 3000+ trading signals per day via a chatbot that mines trader discussions and news using Natural Language Understanding (NLU).

  • Licenses & Certifications

    • Getting Started with AI on Jetson Nano

      NVIDIA
      May 2022
      View certificate certificate
    • 5 PLCs (AB, Siemens, Schneider, Omron & Delta)

      Udemy
      May 2020
      View certificate certificate
    • Advanced Robot Training at FANUC Japan

      FANUC CORPORATION
    • Complete Python Bootcamp

      Udemy
      May 2020
      View certificate certificate
    • Python for Data Science and Machine Learning Bootcamp

      Udemy
      Jan 2021
      View certificate certificate
    • Amazon Web Services Cloud Practitioner

      Amazon Web Services (AWS)
      Jun 2023
  • Honors & Awards

    • Awarded to Sagar Jha
      Gold Medallist Director, CSIO-CSIR July 1, 2016 Director's Gold Medal for standing first in the academics.