Abstract: The analysis of transaction data is often impeded by challenges such as noise, inconsistencies, high dimensionality, and missing values, which obscure valuable insights. Existing ...

Overview: Poor data validation, leakage, and weak preprocessing pipelines cause most XGBoost and LightGBM model failures in production.Default hyperparameters, ...

A complete end-to-end AI/ML + NLP + GenAI system that automates recruitment through intelligent resume parsing, candidate-job matching, scoring, and a interactive web interface. mini_project/ ├── app/ ...

Abstract: Blind source separation (BSS) can be used to recover speech signals from mixtures recorded by microphones. However, their performances show significant limitations because of the deviations ...

The "Data Science Ecosystem: A Comprehensive Guide" project explores the tools, techniques, and frameworks used in data science for transforming raw data into actionable insights. It provides an ...