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Always Learning!!!
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Always Learning!!!

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tshr-d-dragon/README.md

नमस्ते (Namaste), I am Tushar Patil !!!

LinkedIn            Gmail            YouTube            total stars            followers

💫 About Me!!!

  • 🔭 Data Science practitioner with 4.5+ years of experience in Machine Learning and Deep Learning, currently working with StatusNeo as a Senior Consultant
  • 💬 You can reach out to me on Linkedin!!!:)
  • 🚀 Proficient in Python, Matlab (Simulink), and various DL models such as ANN, CNN, RNN, LSTM, Semantic Segmentation, Object Detection, DCGAN using TensorFlow (Keras) and Pytorch
  • 📚 Experience in Robotics at IIT Mandi CAIR (Centre for AI and Robotics) as a Research Scholar
  • 🤖 Have exposure to working with Husky A200 AGV, and Kinova Gen3 Manipulator Arm using ROS1, Gazebo, python3, and applying various Deep Learning techniques (mainly Computer Vision and NLP) for different tasks like pick and place, pick and pour, table mopping, video captioning, etc.
  • 🤖 Helped my colleagues at IIT Mandi CAIR to solve different deep learning problems such as object detection (yolov7, yolov8) and semantic segmentation (Deeplabv3p) for their research tasks like ground vehicle and fire detection using gimbal camera (camera mounted on drone), pipe segmentation using gimbal camera, etc. All these models have sizes less than 1.5MB which helped us to get faster predictions with mobile infrastructure (nvidia jetson nano)

🎯 Stats 🎯

Tushar's GitHub stats GitHub Streak

tshr-d-dragon's Top Languages

Python   Markdown   NumPy   Pandas   GitHub   TensorlFlow   Keras   Docker   Pytorch   ONNX   Scikit-learn   MATPLOTLIB   SEABORN   OpenCV   YOLO   Stack Overflow   Visual Studio Code   Ubuntu   Colab   ROS   Microsoft-Office   Markdown   LaTeX  

📖 What I am currently learning / improving on 📖

Computer_Vision   NLP   MLOps   DSA   GenAI  

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  1. DCGAN_Keras DCGAN_Keras Public

    Tensorflow (Keras) implementation of Deep Convolutional Generative Adversarial Networks

    Jupyter Notebook

  2. Semantic_Segmentation_Models Semantic_Segmentation_Models Public

    I am aiming to write different Semantic Segmentation models from scratch with different pretrained backbones.

    Python 6 3

  3. Object_Detection Object_Detection Public

    Object detection projects

    Jupyter Notebook

  4. Human_Body_Segmentation Human_Body_Segmentation Public

    A Deep Learning project focuses on Semantic Segmentation of Human Body and hence changing the background

    Jupyter Notebook 3 2

  5. Object_Detection_Deployed_on_Docker Object_Detection_Deployed_on_Docker Public

    Train and predict an object detection model on docker using tensorflow object detection 2.0

    Jupyter Notebook

  6. Face_Segmentation Face_Segmentation Public

    In this project, the goal is to train a model for segmenting various parts of face.

    Jupyter Notebook 1