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1. diabetes-prediction diabetes-prediction Public

   Describe a patient in plain English: an LLM extracts the features, a trained classifier predicts diabetes risk, and the LLM explains the result. MLflow, pytest, Docker.

   Jupyter Notebook

2. titanic-ml-project titanic-ml-project Public

   Random Forest survival model served as a FastAPI service, with separate Docker images for training and serving.

   Python

3. employee_attrition employee_attrition Public

   Complete MLOps pipeline for Employee Attrition Prediction

   Python

4. Study-Guide-RAG-Powered-Knowledge-Assistant Study-Guide-RAG-Powered-Knowledge-Assistant Public

   A RAG-powered knowledge assistant built with ChromaDB and Sentence Transformers that answers Machine Learning questions with confidence-based response handling and source attribution.

   Jupyter Notebook

5. house_price_api_edited house_price_api_edited Public

   scikit-learn house-price model served with FastAPI, with Pydantic input validation and health and model-info endpoints.

   Python

6. churn-prediction churn-prediction Public

   Customer churn classifier comparing four class-imbalance techniques; F1 0.596, AUC-ROC 0.851 on the test set.

   Jupyter Notebook