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Alejandro Guerrero PadrésAP
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Alejandro Guerrero Padrés

@alejandroguerreropad

Data analyst building forecast evaluations, fraud policy simulations, and retail analytics with Python, SQL, and R.

Mexico
Message

At Wikimedia Foundation, I extended Python tools that create and populate Wikidata entries for Wikipedia biographies. I expanded detection from two languages to five and added Spanish and Italian date extraction.

At Instituto de Ciencias Físicas, I built reproducible Python pipelines for Nikkei 225 market data. Time-series analysis, hypothesis tests, and rolling-correlation plots helped identify structural changes in how financial assets moved together.

In my Crowd Forecast Evaluation project, I tested whether nine pooling rules transferred between crowds. Pushing forecasts away from 50% improved Brier scores on later questions but worsened them for ForecastBench's public crowd.

My other projects examine fraud policy, inventory replenishment, and retail operations. I built a buy-now-pay-later fraud simulator, evaluated replenishment policies under a storage limit, and created a Power BI retail sales dashboard.

Experience

Work history, roles, and key accomplishments

Wikimedia Foundation logoWF

Data Engineering

Dec 2021 - Mar 2022 (3 months)

Extended Python tools that create and populate Wikidata entries for Wikipedia biographies. Expanded detection of biographies without entries from two languages to five and added Spanish and Italian date extraction.

Education

Degrees, certifications, and relevant coursework

Universidad Nacional Autónoma de México logoUM

Universidad Nacional Autónoma de México

B.S., Physics

Grade: 9.3 / 10

B.S. in Physics with a grade of 9.3/10. Coursework includes Mathematical Finance, Statistics, Stochastic Processes, Operations Research, Convex Optimization, and Advanced Algorithms.

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