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sid7vasa/README.md

TLDR:

  • πŸ‘‹ Hi, I’m SID
  • πŸ‘€ I’m interested in Deep Learning based Computer Vision.
  • 🌱 I’m currently learning:
    • Self-supervision methods in Computer Vision.
    • GANs and Diffusion models.
    • Perception methods.
    • Sensor Fusion in Deep Learning.
  • πŸ§‘β€πŸ€β€πŸ§‘ I’m looking to collaborate on self-supervision modelling and perception topics.
  • πŸ“« How to reach me: santosh7vasa@outlook.com

About:
I am an experienced Machine Learning Engineer with a focus on the areas of Computer Vision and Natural Language Processing. I am currently furthering my education by pursuing an MS in Artificial Intelligence at Northeastern University, Boston.

My professional background includes working in AI teams at companies such as Mercedes Benz R&D, CDW Corporation, and Wipro Limited, where I have gained expertise in building training and inference pipelines for Lane and Object Detection, Segmentation, Face Recognition, GANs, and more, and then deploying them on various types of computing platforms. I possess a strong understanding of various Deep Learning libraries and toolkits, including PyTorch, TensorFlow, Keras, and OpenCV, to solve problem statements involving Computer Vision, Natural Language Processing, and Reinforcement Learning. My areas of emphasis include Neural Network Learning and Inference Optimization, End-to-End Edge Computing, Autonomous Driving Perception, Self Supervision and Sequence Modeling.

In addition to my technical abilities, I am also a passionate photographer, video editor, and graphic designer. I am also deeply interested in technology and enjoy staying current with the latest advancements in the field.

I am a friendly and approachable person, and I welcome the opportunity to connect with others. Please do not hesitate to reach out to me at santosh7vasa@outlook.com.

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  1. LIDAR-Based-3D-Object-Detection LIDAR-Based-3D-Object-Detection Public

    Implement a 3D object detection system with LIDAR/Fused data as input

    Python 3

  2. StereoVision StereoVision Public

    Disparity map estimation using uncalibrated stereo vision

    Jupyter Notebook 1

  3. Image_to_Image_Translation-Pix2Pix Image_to_Image_Translation-Pix2Pix Public

    Not a serious implementation of pix2pix in TensorFlow. Aimed for personal learning.

    Python

  4. Deep-Auto-White-Balance Deep-Auto-White-Balance Public

    Not a serious implementation of Deep white balance in Tensorflow. Aimed for personal learning.

    Python

  5. Face_Attribute_Estimation-FAE-master Face_Attribute_Estimation-FAE-master Public

    Estimates the attributes of a face image.

    Jupyter Notebook 1