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1. complete-customer-analytics-ecommerce complete-customer-analytics-ecommerce Public

   An end-to-end customer analytics project using the Online Retail II dataset. This work features RFM segmentation, churn prediction with XGBoost, Customer Lifetime Value (CLV) forecasting with BG/NB...

   Jupyter Notebook 1

2. e-commerce-customer-analytics-mlops-pipeline e-commerce-customer-analytics-mlops-pipeline Public

   End-to-end MLOps pipeline for e-commerce customer analytics. It uses the Online Retail II dataset to run RFM segmentation, churn prediction, and CLV modeling on Spark. Airflow orchestrates the work...

   Python 1

3. end-to-end-pdf-rag-system end-to-end-pdf-rag-system Public

   End-to-end PDF RAG: FastAPI + Streamlit UI, Qdrant, and RAG workflows powered by LangChain/LangGraph. Dockerized with caching, optional GPU, and Prometheus/Grafana/Loki.

   Python 1

4. used-car-prices-prediction-kaggle-playground-s04e09 used-car-prices-prediction-kaggle-playground-s04e09 Public

   Top 10% in Kaggle Playground Series - Used Car Price Prediction - Season 4, Episode 9

   Jupyter Notebook 1

5. electra-tr-product-reviews-daft electra-tr-product-reviews-daft Public

   Explores the impact of domain-adaptive fine-tuning on Turkish product reviews by starting from a pre-trained ELECTRA small model. The project compares baseline performance with domain-specific trai...

   Jupyter Notebook 1

6. fertilizer-prediction-kaggle-playground-s05e06 fertilizer-prediction-kaggle-playground-s05e06 Public

   Top 9% in Kaggle Playground Series - Predicting Optimal Fertilizers - Season 5, Episode 6

   Jupyter Notebook 1