Projects

Disaster Reconstruction and Implementation Gaps in Peru

R Process Tracing Qualitative Comparative Analysis Public Policy

Undergraduate thesis (outstanding mention). Studied the reconstruction process of educational infrastructure in Piura (Jul 2020 – Jan 2023) after the Coastal El Niño phenomenon, analyzing the factors explaining implementation gaps in post-disaster public works.

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Municipal Public Works Gaps — ML Prediction

R Python XGBoost SHAP tidymodels MEF/RENAMU/INEI data

Led analysis of implementation gaps in 60,000+ municipal public works (2018–2024). Applied supervised Machine Learning (XGBoost, SHAP values) to predict implementation gaps at the subnational level and identify key underperformance factors.

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Electoral Typology of Peruvian Voters — JNE/ProDiálogo

R Clustering Survey Experiments Behavioral Research

Segmented the Peruvian electorate by applying clustering to survey data from three electoral cycles (2011, 2016, and 2021), generating voter typological profiles as inputs for civic education policies of the JNE.

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LPDE Debate Analytics — School Debate Performance Tracking in Peru

R Web Scraping Tabbycat Statistical Analysis Data Pipeline

Scraping, processing and statistical analysis pipeline covering 16 school debate tournaments in Peru (2025 season), with longitudinal analysis of the TNDE 2023–2025. Findings on gender parity, public vs. private school access gaps, and geographic concentration of competitive debate.

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Joven Perú 2026 — Youth Vote Strategic Electoral Analysis

R Spatial Analysis RENIEC Data Getis-Ord Gi* Electoral Analysis

Electoral analysis pipeline in R on the national RENIEC voter registry, focused on the youth vote (18–29), territorial concentration and spatial hot spot analysis for Peru's 2026 elections. Key finding: 6.7M young voters (25.7% of the registry), with 71 districts concentrating 40% of the national electorate.

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