Mariano Chicatun 👋

👋 I'm Mariano, an applied AI leader building solutions that transform how industrial and healthcare organizations operate. As CEO & Co-founder of Pilot X, I lead an AI/ML consultancy based in Argentina serving world-class clients including ArcelorMittal Acindar, Pan American Energy, Anglo American, and YPF. We deliver end-to-end AI solutions—from proof of concept to full-cycle cloud and on-prem deployment—focused on equipment failure prediction, process optimization, and real-time operational insights. What I'm building: 🚀 Launchpad — The Lovable for industrial ML. Describe your problem in natural language, get a working ML pipeline. From research to feature engineering to model training to prescriptive recommendations—all automated. Not predictions. Prescriptions. 🔧 Chiron.AI — A voice-first knowledge platform that captures tacit expertise from veteran field workers before they retire. 50% of manufacturing workers will leave in the next decade, taking 70% of operational knowledge with them. As AI Strategy Consultant at Hospital Británico de Uruguay, I'm architecting the hospital's comprehensive AI and ML transformation. This includes hybrid cloud-local infrastructure (for handling sensitive data), AI-assisted clinical documentation, clinical deterioration prediction, and AI diagnostic imaging solutions. I lead the evaluation and implementation of AI tools across radiology, cardiology, and administrative operations—building a roadmap that will serve 1200+ healthcare professionals in BH by 2026. Technical expertise: → Time series analysis & forecasting for industrial processes → Gray-box models combining physics + ML → PI System integration, MLflow, LangGraph, Google ADK multi-agent systems → Healthcare AI governance and regulatory compliance (LATAM) My work spans Oil & Gas, Mining, Steel Manufacturing, and Healthcare always combining deep technical expertise with real-world operational understanding. Scaling AI solutions from Latin America to global markets.