Pinned Loading

1. Advanced-Corrective-RAG-Project Advanced-Corrective-RAG-Project Public

   Built a multi-agent corrective RAG pipeline with LangChain, ChromaDB, and OpenAI embeddings, including document ingestion, retrieval evaluation, query correction, and context-aware response generat…

   Python

2. End-to-end-HR-Data-Analytics-and-MLOps-Project End-to-end-HR-Data-Analytics-and-MLOps-Project Public

   Developed an end-to-end HR analytics platform for employee attrition prediction using Python, FastAPI, PostgreSQL, Docker, MLflow, Dash and GCP. Achieving 0.69 ROC-AUC score.

   Python

3. Retail-Sales-Forecasting-System Retail-Sales-Forecasting-System Public

   In this repository, sales analysis of 5-year-period is analysed. Lots of linear regression model have been applied. Finally, ensemble method is applied.

   Jupyter Notebook

4. Anomaly-Detection Anomaly-Detection Public

   Implemented statistical outlier detection pipeline in Python using Tukey’s Method, Z-score, and Grubbs’ Test to identify anomalies in RPA dataset, detecting and visualizing six significant outliers…

   Jupyter Notebook

5. Customer-churn-ML-project-using-PySpark-and-GBTClassifier Customer-churn-ML-project-using-PySpark-and-GBTClassifier Public

   In this repo, customers' financial data is used and GBTClassifier model has been applied. Data preprocessing and descriptive data analysis have been processed. Visualisations were made using seabor…

   Jupyter Notebook