Alain Villalonga Martinez

About

Worked on industrial pump analytics at SitePro, where they built an anomaly detector using messy sensor and pump data and used historical failure and maintenance cost analysis to make the business case to stakeholders. They combine SQL/Python data preparation with practical stakeholder communication around metrics like churn and operational impact.

Key Strengths

• Built anomaly detection data pipeline for industrial pump sensor data
• Turned messy, non-normalized operational data into analysis-ready datasets
• Handled missing-value triage based on business relevance
• Validated analytics outputs against historical pump failure data
• Built reproducible Python analysis workflow with modular scripts
• Connected technical analysis to business case for stakeholders
• Owned project from initial pitch through stakeholder buy-in and delivery
• Defined and socialized churn metric tied to equipment failure patterns
• Maintained stakeholder alignment through regular emails, messages, and weekly calls

Experience

Education

Skills

Languages