Data & AI executive with 10+ years scaling enterprise capabilities.
Specialized in turning ML, GenAI, and advanced analytics capabilities into scalable financial products, operational automation, and measurable business outcomes. Track record across banking and fintech in Chile and Italy.
Currently completing an MBA at MIB Trieste School of Management (Exp. Sep. 2026) and teaching Machine Learning and Statistics at university level since 2016.
Trieste, 2025
Owned corporate AI strategy and CLP 800MM+ budget. Built the GenAI Center of Excellence, achieved 26% automation over ~80K monthly inquiries. Led Gemini adoption across 9,000+ employees.
Led team of 9 (6 Data Scientists, 3 ML Engineers) supporting 3.8M+ users. Causal impact measurement across 100+ monthly campaigns. "Next Best Action" engine on AWS.
Built the data function from scratch for 1M+ customers. Raised data culture maturity from 2.0 to 4.5/5 in under a year. Data lake on GCP (BigQuery, DBT, Airflow, Looker, Kubernetes).
20+ XGBoost models for behavioral prediction. Hybrid CRM engine analyzing 400K+ customers daily. COVID-19 macro-monitoring framework (NBER-style).
Corporate AI strategy, CLP 800MM+ budget. GenAI CoE (3 ML Engineers, 2 Product Leads). 26% automation over ~80K monthly inquiries. Led Gemini across 9,000+ employees.
Team of 9 for 3.8M+ users. Causal inference across 100+ monthly campaigns. "Next Best Action" engine on AWS. AutoML + GPT-based DataBot.
Built data function from scratch for 1M+ customers. Data culture 2.0 → 4.5/5. Data lake on GCP (BigQuery, DBT, Airflow, Looker, Kubernetes).
20+ XGBoost models. Hybrid CRM engine for 400K+ daily customers. COVID-19 macro-monitoring framework.
In collaboration with University of Trieste. Expected Sep. 2026.
Santiago & Viña del Mar, Chile
Santiago & Viña del Mar, Chile
Let's work on something that matters.
Open to data & AI leadership roles, advisory work, ML contractor projects, teaching, and speaking. I move between Europe and Latin America — remote-first, in-person when it counts.