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1. autocsv-profiler-suite autocsv-profiler-suite Public

   Multi-environment CSV data analysis orchestrator that resolves dependency conflicts between profiling engines through isolated conda environments while providing a unified interface.

   Python

2. FicZon-Sales-Effectiveness FicZon-Sales-Effectiveness Public

   B2B sales lead quality prediction using XGBoost classifier. Achieves 81.06% ROC AUC and 84.74% recall on 7,420 IT sales leads. Handles class imbalance, high-cardinality categoricals, and missing da…

   Jupyter Notebook

3. insightfulpy insightfulpy Public

   Python package for exploratory data analysis providing statistical summaries, data quality checks, outlier detection and batch visualization functions. Supports Jupyter notebooks and terminal envir…

   Python

4. INX-Employee-Performance-Analysis INX-Employee-Performance-Analysis Public

   Employee performance prediction using XGBoost multiclass classification (92.5% accuracy, 93.3% CV F1-score) with SHAP interpretability. Analyzes 1,200 employee records across 28 features, identifie…

   Jupyter Notebook

5. sql-masterclass-greencycle-flights sql-masterclass-greencycle-flights Public

   SQL masterclass with 89+ structured exercises using PostgreSQL. Learn from fundamentals to advanced analytics through real-world scenarios: film rental business (GreenCycle) and flight booking syst…

   PLpgSQL

6. HomeLoanDef HomeLoanDef Public

   Home loan default prediction analyzing 58.44M records across 7 datasets. XGBoost classifier with 143 engineered features achieves 83% accuracy, 52.8% recall, and 0.785 ROC AUC at threshold 0.60. A…

   Jupyter Notebook