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AutoVision-cloud/README.md

Hi there 👋

Prarthana Bhattacharyya is a ML Scientist/Engineer at Eedi, with 7+ years of experience building machine learning solutions. She is a UK Global Talent awardee with unrestricted right to work in the UK. She holds a Ph.D. in Electrical and Computer Engineering from the University of Waterloo, Canada and a Master’s from the University of Tokyo, Japan.

Relevant experience:

  • Successfully translated cutting-edge ML research into measurable improvements in final product quality
  • Experience with rapid prototyping, flexibility and adaptability to solve new problems
  • Strong foundation in linear algebra, statistics and calculus
  • Ability to write good quality code in Python, familiarity with Git and code reviews
  • Strong collaborative skills
  • 2D/3D object detection, tracking, self-supervised learning, few-shot learning, graph neural networks, generative AI
  • Proficiency in Pytorch/Keras/TensorFlow
  • Worked with Docker, ROS, OpenCV, Scikit-learn, Pandas, Numpy
  • Proficient in using MLOps tools such as AWS, Azure, MLFlow and ClearML to streamline model training and monitoring

Pinned Loading

  1. SA-Det3D SA-Det3D Public

    [ICCVW-2021] SA-Det3D: Self-attention based Context-Aware 3D Object Detection

    Python 169 32

  2. SSL-Lanes SSL-Lanes Public

    [CoRL-2022] SSL-Lanes: Self-Supervised Learning for Motion Forecasting in Autonomous Driving

    Jupyter Notebook 123 15

  3. Deformable-PV-RCNN Deformable-PV-RCNN Public

    [ECCVW-2020] Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations

    Python 105 13

  4. SSL-ViT-lowlabel-highdata SSL-ViT-lowlabel-highdata Public

    [ICASSP-2022] Visual Representation Learning with Self-Supervised Attention for Low-Label High-Data Regime

    Python 8 2