About Me
I’m an engineer who designs and builds intelligent systems that connect causal reasoning with modern AI. I bridge data science, engineering, and strategy to turn advanced models into scalable, production-ready products.
Experience
Highlights from 7 years of experience designing and deploying intelligent systems that bridge causal inference, data science, and applied AI.
Wayfair — Data Scientist / Applied AI
Designed and built causal machine learning models, experimentation frameworks, and GenAI products that powered strategic product and business decisions at scale.
MIT — Research Assistant
Developed causal ML and forecasting systems, including meta-learner recommendation models and Bayesian optimization pipelines deployed on AWS.
MIT — Teaching Assistant
Taught graduate-level analytics, guiding students in descriptive, predictive and prescriptve analytics. Emphasized interpretability and rigor in AI and data science practice.
Universidad Nacional de Asunción — Professor
Designed and taught analytics and operation research courses, mentoring future engineers in the principles of causal inference, data science, and statistical reasoning.
Delivery Unit of the Presidency of Paraguay — Analyst
Developed data pipelines for national programs, enabling evidence-based policymaking. Insights from this work helped define the National Innovation Strategy of Paraguay.
Education
Formal education spanning engineering, data science, and machine learning, emphasizing analytical rigor and applied AI.
Massachusetts Institute of Technology — Master of Business Analytics
Coursework covered econometrics, optimization, and machine learning.
Partnered with companies on applied data science projects, including developing a model to optimize marketing mix spend across channels.
Universidad Nacional de Asunción — Industrial Engineer
Graduated with honors. Coursework included operations research, logistics, economics, and stochastic modeling.
Capstone project forecasted cardiovascular drug demand using Markov Chain models in Python, analyzing five years of patient data to support hospital supply planning.
Let’s Connect
Let’s build intelligent systems that make a real impact together.
Interested in working together? Fill out some info and I will be in touch shortly.