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WRD397/README.md

Hi there !👋, I'm Writabrata

Data Scientist, DSP Asset Managers

 Data Science and Machine Learning professional with a strong foundation in AI and a focus on its applications in Computer Vision, Robotics, and Data Science. I work extensively on ML model pipelines, implementations, and statistical analysis to support both strategic and time-sensitive business decisions. This has equipped me with proficiency in Python, C++, Advanced SQL, Supervised and Unsupervised ML, Linux, Git, and AWS services.To deepen my understanding of core Computer Science concepts, I am actively studying Operating Systems, Data Structures, and Algorithms through both theoretical study and hands-on projects. In parallel, I’m focusing on the foundations of deep learning—exploring the architecture and training dynamics of transformers and neural networks, while engaging extensively with both current and foundational research papers and thesis work. With a Master’s in Physics (specialization in Astrophysics) and a strong mathematical background, I bring an analytical mindset and a habit of diving deep into complex subjects. A lifelong learner, I’m eager to push boundaries and contribute meaningfully to the evolving landscape of Artificial Intelligence.



Connect with me:

wrt397 https://www.linkedin.com/in/writabrata-dey-680903200/ writd97 _.writabrata._


Languages and Tools:

Python     C++     MySQL     AWS     Linux     Git     Docker     Scikit-learn     OpenCV     TensorFlow     PyTorch     Weights & Biases     RunPod    

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  1. ViT_REPLICATION ViT_REPLICATION Public

    This project is a structured replication of the Vision Transformer (ViT) architecture introduced by Google Research in the paper: **"An Image is Worth 16x16 Words: Transformers for Image Recognitio…

    Jupyter Notebook

  2. Transformers_Implementation Transformers_Implementation Public

    Step by step implementation of Transformers architecture, primarily by focusing on the paper Attention is All You Need by Vaswani et al, 2017.

    Python

  3. BENCHMARK_TOOLS BENCHMARK_TOOLS Public

    Python scripts which can be useful to run benchmark tests for GPU/CPU using different Neural Net Models.

    Python