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SaintJeane/README.md

Ola!👋

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  1. agentic_ragagentic_ragPublic

    Local agentic RAG with real-time web scraping for upto date response.

    Jupyter Notebook 1

  2. machine-learning-projectsmachine-learning-projectsPublic

    Repository containing machine learning projects on computer vision image classification and nlp binary text classification.

    Jupyter Notebook 1

  3. ml_projectsIIml_projectsIIPublic

    Repository containing end-to-end machine learning projects on object detection computer-vision system and local retrieval augmented generation (RAG) systems, with also showcasing their evaluation a…

    Jupyter Notebook 1

  4. fraud-detection-apifraud-detection-apiPublic

    Fraud Detection REST API project built with FastAPI and LightGBM Binary Classifier.

    Python 1

  5. credit_card_fraud_detection_system_for_credit_card_transactionscredit_card_fraud_detection_system_for_credit_card_transactionsPublic

    End-to-end credit card fraud detection using Random Forest and LightGBM, with class imbalance handling, threshold optimization, and SHAP-based model interpretability.

    Jupyter Notebook 1

  6. lunar-lander-deep-rllunar-lander-deep-rlPublic

    Reinforcement Learning project that demonstrates and compares both Deep Q-Network and Double Deep Q-Network on a Lunar Lander environment.

    Jupyter Notebook