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1. demand-forecasting-agent demand-forecasting-agent Public

   An intelligent supply chain analyst agent that forecasts retail demand and answers natural-language questions about it. XGBoost handles the modeling, LangGraph decides tool-calling for data explora…

   Python

2. dqn-robot-navigation dqn-robot-navigation Public

   Deep Q-Network agent learning to navigate grids, collect goals and avoid obstacles through 6 progressive training phases with transfer learning. Bachelor's thesis project.

   Python

3. home-credit-default-risk home-credit-default-risk Public

   A full tabular ML pipeline for predicting loan default probability.

   Jupyter Notebook

4. predict-customer-churn predict-customer-churn Public

   An end-to-end MLOps pipeline for predicting customer churn. The focus is on pipeline orchestration with Airflow, experiment tracking with MLflow, automated model promotion, and REST API serving — n…

   Python