The Beirut Urban Lab is launching a platform that documents the processes and mechanisms that generate housing precarity in today’s Beirut.

• housing
• No poverty
• landlord

• Civic maps

Digital Green is a global development organization that empowers smallholder farmers to lift themselves out of poverty by harnessing the collective power of technology and grassroots-level partnerships.

• agriculture
• No poverty

• ICT4D

The Global Innovation Fund is a non-profit innovation fund headquartered in London with an office in Washington D.C. that invests in the development, rigorous testing, and scaling of innovations targeted at improving the lives of the world's poorest people. We believe that the best ideas for solving some of the world's most critical problems can come from anyone, anywhere. Through our grants and risk capital, we help breakthrough solutions to global development challenges from for-profit firms, non-profit organisations, researchers, and government agencies to maximise their impact and affect meaningful change.

• No poverty

• Get funding
• Funders & donors

COMBINING SATELLITE IMAGERY AND MACHINE LEARNING TO PREDICT POVERTY

• No poverty

• The Tech
• Emerging tech
• Artificial Intelligence

Fellows will work closely with PRU staff to support multiple research projects including statistical data analysis and monitoring the poverty reduction effects of the city’s anti-poverty initiatives.

• No poverty

• The People
• Civic data
• Fellowships