Projects

Analytics products and automation systems

A first set of portfolio project summaries focused on business reporting, analytics assistants, data pipelines, and internal tools. Case studies will be added as public writeups are prepared.

Public tool

Synthetic Dataset Generator

A Python tool for generating realistic synthetic ecommerce datasets for SQL, BI, data science, and portfolio projects.

PythonSynthetic DataData EngineeringAnalyticsData ScienceCLI

Early working version

Job Seeking MCP

Remote MCP connector and Claude Skill that turn a CV into a structured AI-assisted job search workflow.

MCPAI WorkflowJob SearchClaudeAutomationPython

Live demo

Interview Andres Chatbot

A secure interview assistant that answers questions about my experience, projects, skills, and technical background using a server-side portfolio proxy.

Next.jsTypeScriptFastAPIOpenAIRailway

Live case study

Synthetic Web Data Pipeline

A synthetic web analytics data generator with Postgres, dbt-ready models, and a live portfolio dashboard for BI and analytics engineering practice.

PythonPostgresdbtYAMLSQLAnalytics engineering

Public case study

Synthetic Ecommerce SQL & Looker Studio Analysis

An analytics case study built on a synthetic ecommerce dataset, with documented SQL analysis and Looker Studio reports for customer, sales, and lifecycle insights.

SQLBigQueryLooker StudioCustomer analyticsRFMEcommerce

Case study coming soon

AI-Assisted Business Reporting System

A reporting workflow concept that combines structured analytics outputs with AI-assisted summaries to help stakeholders understand performance faster.

Next.jsTypeScriptSQLLLM workflowsBI reporting