Experience
Work Experience
Head of Advanced Analytics & Modeling
Leading advanced analytics and intelligent data-driven solutions for the university, with a focus on analytical standards, modeling best practices, and the validation of results from both technical and business perspectives. I also mentor teams, guide data treatment and integration strategies, and foster interdisciplinary collaboration aligned with institutional goals.
Head of Advanced Analytics
Led the development and implementation of advanced analytics solutions within the Technology Department, including customer acquisition strategies for life insurance, retention analysis for former clients, and a successful fraud detection model. I also supported the efficient management of mutual fund redemptions and transfers, and contributed to the design of internal policies related to Artificial Intelligence.
Senior Data Scientist
Designed and implemented machine learning solutions for Walmart Chile's Commercial Department, with a focus on supermarket demand forecasting and the analysis and recommendation of promotional products. I also led career development initiatives for different Data Science profiles, helping strengthen technical growth within the team.
Senior Data Scientist
Designed and implemented machine learning models within the Analytics Department, including the winning solution for Banco Itaú's Data Science Challenge and a risk scoring model for the Itaú and Rappi alliance. I also led career development initiatives for different Data Science profiles across the team.
Data Scientist
Designed and implemented machine learning and optimization models for Cencosud's Advanced Analytics Department, including demand forecasting for supermarkets and home improvement stores, workforce scheduling models that incorporated demand forecasts, labor constraints, and employee availability, and storage assignment models to reduce picker travel times in distribution centers.
Data Scientist
Served as the main developer of the company's analytically grounded algorithms, working on academic planning diagnostics, university infrastructure allocation, and program analysis for higher education institutions across Latin America.
Data Scientist
Developed a Natural Language Processing model for classifying purchase orders in the construction industry, improving the way transactional text data was processed and organized.
Researcher
Worked as a researcher on applied analytics projects, including a study on retention among Construction Engineering students and a spatial statistics project using 3D Kriging for tailings laboratory test data.
Data Scientist Intern
Completed an internship as the main developer of analytical algorithms for study plan design and optimization, university retention analysis, and university infrastructure allocation.
Teaching Experience
Universidad Técnica Federico Santa María
Served in several teaching roles, including co-adviser for Juan Briceño's project on the prediction and classification of eligibility for a banking benefit. I have also lectured in Algebra, Calculus, Programming, Statistics Projects, and Applied Mathematics; prepared exercises, quizzes, and exams for Algebra and Calculus courses.
Pontificia Universidad Católica de Valparaíso
Lectured in Statistics and Data Visualization, while also supporting academic coordination through course organization, website management, and event-related activities.
Kibernum IT Academy
Taught Data Science as an instructor in an online bootcamp format, guiding students through applied concepts and practical technical work.
Universidad de Montevideo
Co-advised Natalia Ripa, Felipe Renom, and Verónica Suárez on a predictive model for estimating house prices in Montevideo. I also supported academic coordination through course organization, website management, and event-related activities.
DUOC UC
Lectured on introductory Deep Learning and served as a specialist on a committee responsible for planning, designing, and creating new study programs for the Computer Science Department.
TripleTen
Tutored Data Science students in an online bootcamp environment, supporting their learning through applied guidance and practical feedback.
Coding Dojo
Taught Data Science as an instructor in an online bootcamp format, helping students build practical foundations in the field.