Actuarial Science student at the Faculty of Sciences, UNAM, and Data & Finance Analytics intern in Controlling at Boehringer Ingelheim México. I work with data end to end: cleaning and validating it, modeling it and turning the results into reports and visuals people can use.
Tools: R (tidyverse, ggplot2, sf, R Markdown, Quarto) · Python (pandas, statsmodels, scikit-learn) · SQL · Power BI · Excel
- Age data quality in the 2020 Census, Chiapas: Whipple, Myers and UN indices, pro-rata correction of unknown ages and an R Markdown report.
- Mexico from the air: a poster on 26 years of domestic air traffic with route maps and monthly time series, built entirely in R.
- Time series for cybersecurity: anomaly detection and alert forecasting with ARIMA, SARIMA, ETS and Isolation Forest, presented in Quarto slides.
- Government benefits and ENIGH 2022: logistic regression on INEGI household survey microdata.
- Mexico inflation forecasting: Banxico API data and a rolling comparison of SARIMA, ARIMA and Holt-Winters.
- Data cleaning and validation pipeline: checks, cleaning rules and a data dictionary for a messy participant database.
- Global markets projects: bond duration and convexity, a USD/MXN forward hedge and a Banxico market note.
LinkedIn · Mexico City