Using advanced deep learning methods on high-resolution satellite imagery to identify informal refugee settlements scattered across Lebanon

Mining social media data to understand the engagement of users, their sentiments and the topics they discuss thanks to Natural Language Processing

Combining mobile coverage estimation with population density open data to identify areas where it makes economic sense to provide further coverage

Providing robust architecture to collect, store and analyse large-scale programmes Monitoring, Evaluation and Learning data