https://estevezalvarez.com/en/blog/Optimization, machine learning and data engineering.enhttps://estevezalvarez.com/en/blog/por-que-cambian-resultados-gnn-optimizacion.htmlhttps://estevezalvarez.com/en/blog/por-que-cambian-resultados-gnn-optimizacion.htmlA mathematical reading of my experiments: how demand distributions, LP bounds and search reach help or hinder each method.https://estevezalvarez.com/en/blog/optimizacion-gnn-aws-sin-bala-de-plata.htmlhttps://estevezalvarez.com/en/blog/optimizacion-gnn-aws-sin-bala-de-plata.htmlFrom experimental setup to results: when restricting search helps, when learning adds no benefit, and why context changes the decision.https://estevezalvarez.com/en/blog/aprendizaje-maquina-localizacion-analisis-resultados.htmlhttps://estevezalvarez.com/en/blog/aprendizaje-maquina-localizacion-analisis-resultados.htmlAn experimental analysis of where machine learning helps logistics optimization, with results, classical comparisons and limits of the evidence.https://estevezalvarez.com/en/blog/localizacion-incertidumbre.htmlhttps://estevezalvarez.com/en/blog/localizacion-incertidumbre.htmlSensitivity, two-stage decisions, VSS, and computational uncertainty for evaluating a logistics network.https://estevezalvarez.com/en/blog/localizacion-scoring.htmlhttps://estevezalvarez.com/en/blog/localizacion-scoring.htmlLogistic regression and boosting as optimizer filters: what they predict and how to measure the cost of excluding candidates.https://estevezalvarez.com/en/blog/localizacion-clustering.htmlhttps://estevezalvarez.com/en/blog/localizacion-clustering.htmlScaling, choosing k, silhouette, and stability for interpreting territorial clusters.https://estevezalvarez.com/en/blog/localizacion-prevision-poblacion.htmlhttps://estevezalvarez.com/en/blog/localizacion-prevision-poblacion.htmlHow to project population without confusing census revisions with growth or future population with guaranteed orders.https://estevezalvarez.com/en/blog/localizacion-demanda-machine-learning.htmlhttps://estevezalvarez.com/en/blog/localizacion-demanda-machine-learning.htmlHow to define the target, validate geographically, and interpret errors without treating one marketplace as the whole market.https://estevezalvarez.com/en/blog/localizacion-lns.htmlhttps://estevezalvarez.com/en/blog/localizacion-lns.htmlDestruction, MILP repair, seeds, and convergence traces in large neighborhood search.https://estevezalvarez.com/en/blog/localizacion-voraz-busqueda-local.htmlhttps://estevezalvarez.com/en/blog/localizacion-voraz-busqueda-local.htmlHow immediate choices, neighborhood moves, and local optima work in capacitated assignment.https://estevezalvarez.com/en/blog/localizacion-relajacion-lineal.htmlhttps://estevezalvarez.com/en/blog/localizacion-relajacion-lineal.htmlLearn to interpret bounds, gaps, and capacity sensitivity without mistaking a fractional solution for an operational network.https://estevezalvarez.com/en/blog/localizacion-modelo-milp.htmlhttps://estevezalvarez.com/en/blog/localizacion-modelo-milp.htmlVariables, constraints, capacity, and costs: build the three-center example and verify its optimum.https://estevezalvarez.com/en/blog/localizacion-galpones-proyecto.htmlhttps://estevezalvarez.com/en/blog/localizacion-galpones-proyecto.htmlWhat I built, how the algorithms connect, and what the capacitated facility location experiments demonstrate.https://estevezalvarez.com/en/blog/segmentacion-datos-espaciales.htmlhttps://estevezalvarez.com/en/blog/segmentacion-datos-espaciales.htmlWhat spatial segmentation is, how it differs from classification, key algorithms and how to apply it in QGIS with Orfeo Toolbox and PostGIS using Python examples.https://estevezalvarez.com/en/blog/python-analisis-datos.htmlhttps://estevezalvarez.com/en/blog/python-analisis-datos.htmlA practical guide to the Python data stack: loading, exploration, cleaning, analysis and visualization with pandas and matplotlib using real examples.https://estevezalvarez.com/en/blog/microservicios-arquitectura-y-modelado.htmlhttps://estevezalvarez.com/en/blog/microservicios-arquitectura-y-modelado.htmlWhy the data model is the most important decision in a microservices architecture, and how to define domain boundaries that do not break in production.https://estevezalvarez.com/en/blog/kubernetes-orquestacion-contenedores.htmlhttps://estevezalvarez.com/en/blog/kubernetes-orquestacion-contenedores.htmlA practical Kubernetes guide: cluster architecture, key components, installation with Minikube and your first deployment from scratch.https://estevezalvarez.com/en/blog/geoai-qgis-clasificacion-automatica.htmlhttps://estevezalvarez.com/en/blog/geoai-qgis-clasificacion-automatica.htmlA step-by-step guide to automatically classifying satellite images with the GeoAI plugin in QGIS: installation, preparation, training and interpretation of results.https://estevezalvarez.com/en/blog/etl-python-datos-geoinformacion.htmlhttps://estevezalvarez.com/en/blog/etl-python-datos-geoinformacion.htmlHow to design robust ETL pipelines with Python and PostgreSQL/PostGIS: layered architecture, explicit validation, traceability and real production examples.