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  1. smartport-ai-risk-early-warning smartport-ai-risk-early-warning Public

    SmartPort AI is an end-to-end data engineering and machine learning solution designed to predict and manage vessel delays in busy port environments. It combines a Gradient Boosting (XGBoost) model …

    Jupyter Notebook 1

  2. cmapss-rul-prediction cmapss-rul-prediction Public

    ✈️ Predictive Maintenance for Jet Engines | RUL Prediction using NASA’s CMAPSS dataset. Features a full end-to-end ML pipeline, XGBoost optimization, and interactive Streamlit dashboard.

    Jupyter Notebook 1

  3. retail-stockout-risk-scoring retail-stockout-risk-scoring Public

    📦 Strategic MLOps Suite for Retail Stockout Risk Scoring (14-day window). Features: Data Leakage prevention, Stochastic Data Healing, and Streamlit "What-if" Simulation.

    Jupyter Notebook

  4. smartport-supply-bridge smartport-supply-bridge Public

    AI-Driven Supply Chain Bridge: An integration engine that connects maritime risk alerts (SmartPort AI) with inventory stockout predictions to automate logistics decision-making via Telegram.

    Python 1