CV

Data Scientist Intern

Exalt Data

• Validated the platform’s soft-tag classification system across 3.2M voter records against independent ground-truth data, correcting false positives to improve accuracy of a core analytical product layer
• Ran hypothesis testing and variance analysis to measure classification performance and surface miscalibrations
• Documented methodology, findings, and recommendations for the leadership team

Senior Operations Analyst

DiDi Global Inc.

• Directed marketplace operations across three Mexican cities, overseeing a combined annual GMV of MXN 3.7B and a weekly incentives portfolio averaging MXN 4M
• Created and executed randomized and quasi-experimental tests (A/B testing) to evaluate supply-demand balancing tactics on trips, fulfillment rates, user satisfaction, and other KPIs
• Built performance dashboards and automated reporting pipelines using Python, SQL, and Looker Studio; produced weekly analytical briefs for senior leadership with experiment results and action plans
• Partnered with regional and central teams (pricing, marketing, strategy, CX) to scale successful pilots and adapt evidence-based practices across markets

Strategy Analyst

Soy+ (soymas.la)

• Aligned technology, commercial, and communications teams by translating requirements into actionable data-collection and analysis tools
• Built automated Looker Studio dashboards connected via APIs to real-time databases to track conversion rates and weekly performance
• Unified Mailchimp, Meta API, Supabase, and Vercel data into structured datasets for campaign evaluation, user segmentation, and behavior analysis
• Collaborated in the development of the backend of internal tools to ensure interoperability between systems and traceability of data used in strategic reports

Senior Analyst

C230 Consulting and Fundación IDEA

• Delivered eight projects across security and justice reform, monitoring and evaluation, interinstitutional coordination, process optimization, and market analysis for clients including the U.S. Department of State, SANOFI, and USAID–Chemonics
• Developed institutional-strengthening toolkits for State Attorney General Offices, leading process mapping and stakeholder engagement to improve investigative outcomes
• Created data-collection instruments for more than 80 private-sector stakeholders in Honduras and El Salvador to inform the AMEXCID Jóvenes Construyendo el Futuro project
• Designed continuous improvement tools for investigative police training programs, integrating quantitative and qualitative methods to strengthen law enforcement capacity and ensure data-driven decision-making
• Authored comprehensive analyses of the Impulso Nuevo León 2022 Loan Guarantee Program, measuring pre- and post-treatment data to evaluate changes in beneficiaries’ sales and employment levels
• Conducted an in-depth study on the quality of life of individuals with Atopic Dermatitis (AD) for SANOFI, utilizing interviews, surveys, and advanced data analytics to produce evidence-based recommendations for national health institutions
• Advised on best practices in agriculture, youth workforce development, and migration across El Salvador, Honduras, Guatemala, and Mexico, identifying enabling conditions and essential criteria for replicable initiatives
• Built measurement frameworks to systematically monitor recidivism in civic and criminal justice systems, empowering municipalities to track progress and improve outcomes in alternative dispute resolution mechanisms

Founder and Data Analyst

DataCol

• Led a government-funded analytics initiative for real-time COVID-19 monitoring in Colima, building time-series visuals for infection and testing
• Analyzed Google mobility datasets to inform public health strategies; delivered Python tools to the State Secretary of Health for cabinet briefings
• Assessed Facebook political advertising during the 2021 state elections, providing insights on reach, audience, and engagement

Consultant

International Republican Institute

• Coordinated the Security with Justice Program in five states with government, civil society, academia, and the private sector to promote ADR mechanisms
• Facilitated 30+ workshops on Restorative Justice and ADR, training 1,100+ participants at awareness and technical levels
• Collected, analyzed, and reported open data on alternative justice across 15 states, identifying best practices and improvement areas
• Managed Monitoring, Evaluation, and Learning (MEL) indicators in DevResults and Tableau, integrating real-time insights into program planning and stakeholder reporting

Competitiveness Manager

Coparmex

• Directed capacity-building programs on business administration, productivity, tax reforms, and labor rights for affiliated companies
• Produced research on security, justice, and economic trends to guide strategic decision-making for members and stakeholders

Master of Public Policy (MPP)

University of Chicago, Harris School of Public Policy

Data Analytics, Finance, and International Policy and Development

• Fellow, Existential Risk Laboratory (XLab)
• Felow, Mercatus Center (George Mason University)

International Relations

Universidad de Colima, Facultad de Ciencias Políticas y Sociales

Data Analytics, Finance, and International Policy and Development

Slowing the Race Toward AGI: International Coordination and Domestic Measures to Reduce Catastrophic Risk

Existential Risk Laboratory (XLab), University of Chicago

Policy brief framing AI safety as a collective-action problem, and proposing international coordination and domestic measures to reduce catastrophic risk.

Atopic Dermatitis: Beyond the Skin. Impact on Quality of Life in México

Fundación IDEA

Co-authored report examining the physical, psychological, social, and economic impact of atopic dermatitis in Mexico.