Aditya Kumar

Aditya kumar

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Followers of Aditya Kumar4000 followers
  • Timeline

  • About me

    Building Kirana Club

  • Education

    • Guru gobind singh indraprastha university

      2017 - 2021
      Bachelor of technology - btech electronics and communication engineering
  • Experience

    • Humonics global

      Jun 2019 - Jan 2020
      Data science intern

      • Worked on a project called Automating Car Insurance Claims using Deep Learning• Built different image classifiers using fastai and PyTorch like car color, LHS-RHS, damage classifier, car profile, and car model.• Worked on Data Augmentation, preprocessing pipelines for training models and built Object Detection models using RetinaNet and YOLOV3.• Built a lot of semantic segmentation models like U-Net, FPN, PSPNet, DeepLabV3, and finetuned Mask-RCNN for car parts and damage detection.• Worked on a project called Document Understanding AI which involved building an OCR model using Deep Learning, creating pipelines and models for extracting useful information from documents.• Worked on reducing inference speeds for models at production using TorchScript with C++ and JIT. Show less

    • Sparrosense

      Jun 2020 - Aug 2020
      Research intern

      • Worked on Unsupervised Representation Learning for steel pouring classification in the steel manufacturing process.• Improved accuracy of classifiers from 85-93% and also improved robustness of the model to different scenarios in the industry.

    • Retail pulse

      Aug 2020 - now

      1. Worked on creating value from raw Kirana stores data.2. Worked with computer vision algorithms to get insights from data by classifying and detecting products in an image.

      • Machine Learning Engineer

        Aug 2021 - now
      • Research Intern

        Aug 2020 - Aug 2021
    • Kirana club

      Dec 2021 - now
      Machine learning
  • Licenses & Certifications

    • Fastai course-v3(deep learning)

      Fast.ai
    • Data structures and algorithms

      Geeksforgeeks
    • Deep learning with pytorch

      Udacity
    • Machine learning bootcamp

      Coding blocks
      Aug 2018
      View certificate certificate
    • Structuring machine learning projects

      Coursera
      Jul 2020
      View certificate certificate
  • Honors & Awards

    • Awarded to Aditya Kumar
      Secure and Private AI Scholarship Challenge from Facebook Udacity May 2018
  • Volunteer Experience

    • Organizer

      Issued by InfoXpression 2018 on Oct 2018
      InfoXpression 2018Associated with Aditya Kumar