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anushacodes/README.md

Hi 👋, Welcome to my Playground!

An Aspiring Machine Learning Engineer

I'm passionate about data science and machine learning, with a particular focus on Computer Vision and Natural Language Processing (NLP). This repository is a collection of my projects, experiments, and learning as I explore the vast and exciting world of AI.

Feel free to explore my work, contribute, or collaborate with me as I continue to dive deeper into these fascinating fields!

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  1. tennis-analysis-with-cv tennis-analysis-with-cv Public

    Single-camera tennis analysis pipeline using YOLO and TrackNet for court, player, and ball detection with geometric reconstruction.

    Jupyter Notebook 3 1

  2. PaperSage-your-personal-research-assistant PaperSage-your-personal-research-assistant Public

    a RAG system using LangChain, ChromaDB, and Ollama for querying PDF documents efficiently.

    Python 1

  3. transformer-from-scratch transformer-from-scratch Public

    A PyTorch implementation from scratch of the Transformer model for English to French neural machine translation, based on "Attention Is All You Need."

    Jupyter Notebook 1

  4. ml-fraud-detection ml-fraud-detection Public

    Streams credit card transactions through Kafka, scores them in real-time with XGBoost, and watches for data drift.

    Python

  5. databricks-medallion-architecture-experiment databricks-medallion-architecture-experiment Public

    Jupyter Notebook

  6. ml-from-scratch ml-from-scratch Public

    all my ml implementations in Numpy and PyTorch for learning purpose

    Jupyter Notebook