I'm an experienced engineer passionate about building innovative solutions through Data Science, Machine Learning, and Generative AI. I help teams transform complex data into actionable strategies that drive business growth and operational excellence.

• 🛠️ Lead digital product development from exploration to deployment
• 💡 Drive innovation in mining, aviation, fintech, and retail industries
• 🤖 Build AI/ML solutions for real-world business problems
• 📊 Optimize operations using Causal Inference, Predictive Analytics, and Advanced ML
• 🎓 Teach and mentor the next generation of data professionals

Digital Team Lead @ LATAM Airlines (2024 - Present)

• My primary responsibility is leading the technical team working on the new data monetization project
• Optimizing fleet maintenance and operations using ML and AI
• Reducing aircraft downtime and maximizing operational reliability
• Advising cross-functional teams in digital product implementation

Led implementation of ML-driven traffic management for Chuquicamata underground mine:

• Reduced false positives from 20% to 3%
• Utilized Machine Learning and radar orchestration
• Significantly improved operational safety and profitability

Engineered forecasting solution for profit centers:

• Achieved 5% MAPE in sales predictions
• Reduced processing time from 4 hours to 10 minutes

Designed ML model to optimize debt collection strategies:

• 60% reduction in contact center costs
• 10% increase in delinquent debt recovery rate

Created IoT/ML solution for groundwater management (currently in use by Sealand Aquaculture)

Languages

Frameworks & Libraries

Databases

Cloud

Version Control

Frameworks & Methodologies

Orchestration

• LATAM Airlines - Digital Team Lead (2024 - Present)
• Anticiparte - Partner & Lead Consultant (2019 - Present)
• Fintonic - Operations Lead (2018 - 2019)
• ACHS - Head of People Analytics (2017 - 2018)
• Cencosud - Multiple Leadership Roles (2012 - 2016)
• Ministry of Education | Chilean Government - Cabinet Advisor (2011 - 2012)

• Master's Degree in Artificial Intelligence - Universidad Adolfo Ibáñez, Chile
• Certified Product Owner - International Scrum Institute
• Digital Transformation Program - MIT/Emeritus Institute
• Data Scientist Professional Certificate - Datacamp
• DS4A Graduate - Data Science program by CorrelationOne & SoftBank
• Bachelor in Industrial Engineering (Mining Specialization) - Pontificia Universidad Católica de Chile

• 👨‍🏫 Instructor @ Universidad del Desarrollo - Executive Innovation Programs
• 🌱 Mentor @ 3iE Tech Incubator, Universidad Federico Santa María
• 📝 External Reviewer for AI Projects - CORFO (Chilean Economic Development Agency)

• Innovation & Change Management - Leading transformation initiatives across industries
• Digital Product Management - Full lifecycle from ideation to deployment
• Data Science & Analytics - Advanced statistical modeling, predictive analytics, causal inference
• Machine Learning & AI - Deep learning, NLP, computer vision, LLMOps
• Business Development - Strategy formulation, stakeholder management, P&L ownership

💼 Open to: Collaborations on AI/ML projects, speaking opportunities, and consulting engagements

🎸 Fun Fact: I have eclectic musical tastes, and my collecting interests include Peruvian cumbia and old school metal vinyl records.

⚡ Philosophy: Transforming complex data into actionable strategy that delivers measurable business impact.

"Innovation happens at the intersection of technology and business understanding"