ML on Luis Núñez — Analytics Engineer https://luis-fer-333.github.io/tags/ml/ Recent content in ML on Luis Núñez — Analytics Engineer Hugo -- gohugo.io en-us Mon, 30 Jun 2025 00:00:00 +0000 Customer Analytics — Churn, CLV & Segmentation https://luis-fer-333.github.io/projects/customer-analytics/ Fri, 15 Nov 2024 00:00:00 +0000 https://luis-fer-333.github.io/projects/customer-analytics/ Three ML-driven marketing projects in one notebook — telco churn classification, customer lifetime value regression, and RFM-based customer segmentation. Housing Price Analysis — Regression, Explainability, and Unsupervised Learning https://luis-fer-333.github.io/projects/housing-price-ml/ Sat, 01 Feb 2025 00:00:00 +0000 https://luis-fer-333.github.io/projects/housing-price-ml/ A two-part project on the Ames Housing dataset covering data prep, Ridge/Random Forest/KNN modeling, SHAP/PDP explainability, PCA/t-SNE, and Gaussian mixture clustering. Heart Disease MLOps — MLflow + Streamlit Deployment https://luis-fer-333.github.io/projects/heart-disease-mlops/ Mon, 30 Jun 2025 00:00:00 +0000 https://luis-fer-333.github.io/projects/heart-disease-mlops/ A full MLOps cycle — dataset → MLflow-tracked experiments → production registry → Streamlit deployment in two patterns (embedded vs. API-backed).