Data science, machine learning, and scientific software
Understanding complex systems through data and models.
I build data products that connect statistical rigor, machine learning, and production systems. My recent industry work includes recommender systems at Mercadolibre and data science leadership at Ithreex Global, after a long research and teaching career in astronomy, scientific computing, and large-scale data analysis.
Current Focus
Machine Learning Systems
Recommendation strategies, ranking models, embeddings, feature engineering, experiment tracking, production rollout, A/B testing, and machine learning applied to scientific problems.
Data Science Leadership
Project design, stakeholder communication, team guidance, model evaluation, thesis direction, research collaboration, and delivery across industry and science.
Scientific Computing
Statistical learning, Bayesian inference, high-performance computing, reproducible pipelines, and open-source scientific software.
Selected Experience
Senior Data Science Machine Learning Engineer, Mercadolibre
Worked on production-scale recommendation systems, ranking, heterogeneous feature signals, MLflow workflows, and statistical experimentation.
Senior Data Scientist and Data Science Lead, Ithreex Global
Led data science projects involving computer vision, customer segmentation, churn modeling, forecasting, RAG systems, and internal Python libraries.
Professor, Universidad Nacional de Córdoba
Teaching and mentoring in statistics, numerical methods, machine learning, simulations, computation, and data science.
Researcher, CONICET
Applied statistical learning, Bayesian inference, and HPC techniques to astronomical datasets and transient-event pipelines.
Where To Go Next
Projects
Industry, scientific software, data pipelines, and public-interest data work translated into concise case studies.
CV Repository
Downloadable CVs, academic record, publications, teaching, outreach, and supporting documents.
Research
Publications, talks, posters, collaborations, and open science profiles.