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Machine learning project designed to predict salaries based on various employee features such as gender, education level, and years of experience. The model is built using scikit-learn and exposes …
End-to-end marketing analytics ETL pipeline. Ingests raw CSVs, transforms with Python/Pandas, builds a dimensional data warehouse, and feeds a PowerBI dashboard.
Empirical simulation study comparing K-Means vs. GMM under geometric stress tests (anisotropy, heteroscedasticity, overlap). Demonstrates the bias-variance trade-off in unsupervised learning using …
A recommendation system for the 2026 FIFA World Cup. Built with a Python data pipeline (Scraping, PCA, Feature Engineering) and a zero-cost Client-Side Vanilla JS demo.