Lab

Method demos, decision tools and experiments: how I approach real problems, shown in working form.

Method demos

01 · Market entry · Texas
demo
Choosing a first US market, one metro area at a time
Open the decision path
02 · Tool audit · governance
demo
Audit your tools before adding another AI model
Open the decision path
03 · Public policy · campaigns
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Public-policy evidence that lasts beyond one cycle
Open the decision path
04 · Industry software · operations
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Software for the one workflow generic tools miss
Open the decision path

demo

Walk through a decision step by step, from the first signal to a next move you can test.

demo

From public statistics and satellite imagery to AI models and production software: the full path from raw data to a working tool.

Toolkit

From public statistics and satellite imagery to AI models and production software: the full path from raw data to a working tool.

Ground data · Python · QGIS · Google Earth Engine · INEGI · US Census · Remote sensing indices (Index DataBase) · Mapbox
AI models and agents · LangGraph · LangChain · OpenAI · Anthropic · Gemini · Hugging Face · Ollama · Kimi · GLM
Data and analysis · Apache Spark · Apache Airflow · PostgreSQL · dbt · DuckDB · Streamlit · Google Analytics 4 · Looker Studio · D3.js · Plotly · Gephi
Software and platforms · HTML · CSS · React · React Flow · Astro · Next.js · Django · Docker
Cloud and operations · Google Cloud · Google Workspace · Supabase · Render
Practices · Text analysis with AI · AI agents · Microservices