Trevor Monroe

Trevor Monroe

Dedicated to building modern data ecosystems for policy impact — hands-on fluency in data pipelines and AI engineering.


World Bank
World Bank Group · Washington, DC / Virtual
Mobile Phone Data for Policy: Methodology & Applications

Led internal working seminars introducing CDR methodology and real-world applications for development economists and policy teams across the Bank.

Data Academy
World Bank Group · Virtual
GDF–MPD Courses 1 & 2: Mobile Phone Data Methodology

Designed and launched two flagship training courses on mobile phone data methodologies for World Bank staff and international development partners.

United Nations
UN-CEBD Task Team on Mobile Phone Data · Virtual
UN Mobile Phone Task Team — Committee Member

Serve as a committee member on the UN Task Team on Mobile Phone Data, contributing to methodological frameworks and guidelines that help national statistical offices responsibly integrate mobile data into official statistics.

Conferences
Official Statistics & Development Data · Various
Integrating Mobile Data into National Statistical Systems

Conference presentations on combining CDRs with administrative data to supplement official statistics in low-data and data-scarce environments.

Side Projects

CFB Analytics Live

College football power rankings and game predictions using an XGBoost + FastAI stacked ensemble with Kelly criterion betting simulation.

Python XGBoost FastAI CFBD API
Macro Dashboard Live

Global macro investment dashboard tracking economic indicators, equity markets, and cross-asset signals across four analytical notebooks.

Python Jupyter FRED API Plotly
Energy Stock Ranking Live

Energy sector stock ranking and performance analytics tracking momentum signals across oil, gas, utilities, and renewables.

Python yfinance Plotly
College Baseball Analytics Live

Predictive modeling for college baseball outcomes using advanced sabermetrics and ensemble machine learning.

Python XGBoost FastAI PyBaseball
Eastern DRC Floodmap WIP

Geospatial flood risk mapping for eastern Democratic Republic of Congo, combining satellite imagery and hydrological data to identify vulnerable communities.

Python GeoPandas Jupyter GIS
Spain Access to Opportunity WIP

Mapping job accessibility across Madrid, Barcelona, and Valencia from mobile-phone mobility data, stratified by income group, with a composite priority score for targeting public services.

Python DuckDB MapLibre PMTiles