Curriculum vitae

Mercado Libre · Mercado Pago Point · Mexico City

• Design and maintain ETL/ELT pipelines for Mercado Pago Point using advanced SQL, BigQuery and an internal orchestration platform, supporting reliable downstream analytics and operational reporting.
• Contribute to a data-architecture migration to a new backend environment, redesigning producer-consumer flows and data layers while preserving downstream compatibility and data quality.
• Model and validate datasets across warehouse, reporting and operational layers, keeping BigQuery, business dashboards and internal applications consistent.
• Develop an internal data platform with Next.js 16, Firebase Functions, Firestore, BigQuery and Google Sheets integrations to centralize operational workflows and data access.
• Maintain architecture documentation, changelogs and migration handoffs to improve knowledge transfer, reproducibility and continuity across the team.

Universidad Iberoamericana · Mexico City

• Diploma and certificate expected in December 2026.

Instituto Tecnológico Autónomo de México (ITAM) · Mexico City

• Relevant coursework: Machine Learning, Artificial Intelligence, Parallel Computing, Advanced Data Structures, NoSQL Databases, Statistics and Algorithms.
• Academic focus: data engineering, machine learning, computer vision and parallel computing.

DataLab ITAM · Mexico City

• Led the technical execution of ECOBOX AI, a computer-vision system for waste classification, coordinating research and implementation within the student community.
• Coordinated research planning, technical documentation and collaboration across student-led data-science initiatives.
• Applied Python, SQL, machine learning and data analysis to projects with social and sustainability impact.

AIESEC ITAM · Mexico City

• Led a three-member team across the attraction-to-realization pipeline, setting priorities, tracking KPIs and running recurring 1:1 follow-ups.
• Coordinated outreach campaigns and communication with international stakeholders in English.
• Supported nine international volunteer realizations and improved follow-up across the participant pipeline.

AIESEC ITAM · Mexico City

• Supported eight international volunteers from pre-arrival through local project execution and follow-up.
• Coordinated with local NGOs to align projects with the Sustainable Development Goals, logistics and participant safety.
• Strengthened intercultural communication, stakeholder coordination and problem-solving in dynamic environments.

Local, offline, private push-to-talk dictation for Windows 11 (ES/EN): global hotkey, on-device speech recognition, text injected into the focused app.

End-to-end CSV ingestion, cleaning and reporting workflow with automated tests, CI, operational docs and load testing.

Serial and MPI-parallel Bag-of-Words in C++17 with round-robin and size-balanced partitioning, containerized with Docker.

Interpretable goalkeeper save-probability prototype on 577 labeled World Cup 2022 shots.

Computer-vision system for waste classification, led technically within DataLab ITAM.