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bobinsingh/README.md

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Hi there πŸ‘‹

I'm Bobin, a passionate Data Scientist specializing in Machine Learning, Generative AI applications, Python Development, and creating end-to-end MLOps CI/CD pipelines. My goal is to deliver comprehensive solutions that solve complex Machine Learning problems.

πŸ“Œ Featured Projects

  • PedroReports - A LLM-Powered Data Analysis Tool - An LLM-based automated data analysis tool for professional PDF report generation.

  • MLOps Ad Click Prediction Model - An end-to-end MLOps pipeline that predicts whether a user will click on displayed advertisements, deployed with CI/CD on AWS EC2.

  • ML-QSAR Model - A Machine Learning-based Quantitative Structure-Activity Relationship Model that predicts the inhibitory concentration of chemical compounds against Monoamine-oxidase-B protein, supporting Parkinson's Disease research in the Computational Drug Discovery domain.

  • Brain Tumor Segmentation Model (98% Accuracy) - A CNN-based model trained on BraTS 2020 Dataset, employing an Attention U-Net Architecture.

πŸ“Š GitHub Stats

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πŸ’» Skills

Python JavaScript React Node.js MongoDB AWS

πŸ› οΈ Tools

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  1. PedroReports-LLM-Powered-Report-Tool PedroReports-LLM-Powered-Report-Tool Public

    Python 13 2

  2. Ad-Click-Prediction-MLOps Ad-Click-Prediction-MLOps Public

    MLOps

    Python 1 1

  3. MAO-B MAO-B Public

    Jupyter Notebook

  4. Fitgirl-link-generator Fitgirl-link-generator Public

    Python 2

  5. brain-tumor-segmentation-u-net brain-tumor-segmentation-u-net Public

    Jupyter Notebook

  6. diabetes-classification diabetes-classification Public

    Jupyter Notebook