2021 — Present
M.Sc. in Operations Management
University of Chile
Curriculum Vitae
Experience and Recognition
Academic research, applied data science, teaching, and training in Operations Research.
Download CVEducation
2021 — Present
Industrial Engineering
University of Chile
Minor in Data ScienceGPA 6.2 / 7.0
M.Sc. Thesis · In Progress
Thompson Sampling for Multinomial Logit Bandits: Learning in Monopolistic and Competitive Markets
Advisor: Prof. Denis SauréResearch Experience
Dec 2024 — Present
Graduate Researcher
Department of Industrial Engineering, University of Chile
Research with Profs. Denis Sauré, Charles Thraves, and Fernando Ordóñez. Implemented identifying-exploration policies and exponential-cone programs for network interdiction; built posterior-sampling, Gibbs, and mean-field solvers for MNL bandits; and developed EM, Metropolis–Hastings, and sequential Monte Carlo methods for inventory-based choice estimation.
Mar 2025 — Jul 2025
Research Assistant
Complex Engineering Systems Institute (ISCI)
Developed a compartmental SEIR model to support the Chilean Ministry of Health's winter campaign and assessed alternative epidemiological models for predicting the impact of public-health interventions, under the supervision of Prof. Denis Sauré.
Dec 2023 — Aug 2024
Research Assistant
Northwestern University
Implemented a stochastic optimization model and its solution methods for Tax Evasion, Heterogeneous Rates of Return, and Wealth Inequality, a Ph.D. dissertation in Economics by José Alvarado Onell.
Teaching Experience
Mar 2023 — Dec 2025
Teaching Assistant
University of Chile
Led weekly problem-solving sessions across doctoral, master's, and undergraduate courses; contributed to grading and assessment design; and monitored student progress. Authored course notes now used in the undergraduate Probability course.
Graduate CoursesPh.D. in Engineering Systems · M.Sc. in Operations Management: IN77O Models and Algorithms for Optimization; IN79O Stochastic Models in Engineering Systems.
Undergraduate CoursesIndustrial Engineering: IN3272 Decision-Making under Uncertainty; IN3141 Probability; IN3171 Modeling and Optimization; IN2201 Economics; CC1000 Computational Tools.
Applied Research and Industry
Jun 2026 — Present
Applied Data Scientist
LATAM Airlines
Works on an external consulting project with academic researchers to optimize aircraft-component removal campaigns. Analyzes failure data and estimates how operational covariates affect component lifetime, replacing uniform maintenance policies with segmented, data-driven strategies.
Dec 2025 — Present
Data Scientist
Complex Engineering Systems Institute (ISCI)
Develops quantitative models and simulations for population-level policy evaluation, combining counterfactual methods, cost analysis, probabilistic modeling, and large-scale registry data. This work supports the nirsevimab and congenital-cytomegalovirus studies listed in Research.
Dec 2024 — Feb 2025
Data Scientist
LocalShop
Built data pipelines and analytical models to identify patterns supporting strategic decisions.
Jan 2024 — Dec 2024
Data Analyst
Azul Azul S.A.
Improved data-generation and visualization processes for the men's first team, youth academy, and women's team.