Projects

McKinsey & Company projects

Here are my main projects in McKinsey:

Economic development:

Estimating GDP at hyper granular level for all the extents of a Middle East country

Transportation & accessibility to public services:

Calculating potential demand for a Bus Rapid Transit (BRT) lane connecting two cities in a Latin American country
Calculating potential demand for new small railroad lines in the US
Creating geospatial digital twin app POCs for measuring accessibility to services in two cities in Middle East
Evaluating accessibility to public services in three cities in Middle East
Creating indicators of public infrastructure access for all the extents of an African country

Environment & sustainability:

Projecting climate change effects in society for 2030 and 2050 (report)
Analyzing carbon emissions and pollution of a province for a public sector entity in Middle East

Demographics:

Tracking operations of field workers for a public sector entity in Middle East
Delivering population back-casting demographic analysis for a public sector entity in Middle East
Producing demographics reports for a public sector entity in Middle East
Creating degree of urbanicity, human settlements database, and city commuting zones of a whole country for a public sector entity in Middle East

Real estate & infrastructure:

Creating a geospatial digital twin app POC for construction monitoring of buildings for a city in Middle East
Using high resolution satellite imagery and deep learning to detect buildings and houses for a public sector entity in Middle East

Creating an inventory of current and future real estate properties for a public sector entity in Middle East

Energy:

Optimizing electrical connections between wind turbines in a wind farm at the US
Creating geospatial models and tools for optimizing rural electrification with renewable energies in four African countries

Tourism:

Performing a statistical survey analysis to derive tourism insights for a public sector entity in Middle East
Analyzing the tourism development of four luxury islands around the world for a public sector entity in Middle East
Finding suitable land strips to develop hotels along the west coast of Saudi Arabia

Other:

Creating a satellite imagery database to assess natural disaster damage of schools in one African country
Developing a sales model for a Telecom company in Asia
Delivering a data science capability building for the employees of a paper factory in the US
Performing white space analyses for retail companies in the US, Mexico and Spain