McKinsey & Company projects
The following are Peter’s main projects in McKinsey (bolded ones are the most impacful):
Real estate & infrastructure
Defining future geographical locations of urban centers and their development targets (e.g. GFA, FAR, etc.) for a major city in Middle East
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
Transportation & accessibility
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
Using satellite imagery to find thousands of missing houses in rural areas that needed to be surveyed.
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
Economic Development
Estimating GDP at hyper granular level for all the extents of a Middle East country
Energy
Creating geospatial models and tools to aid in the universal electrification strategies in four African countries
Optimizing electrical connections between wind turbines in a wind farm at the US
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