Lebanon

UNHCR tasked Altai Consulting and MASAE Analytics to evaluate the contribution of cash-based interventions to the prevention, mitigation, and response to Sexual and Gender-Based Violence (SGBV) in Lebanon. The project combined data science and ground truthing to assess the effectiveness of these interventions in supporting vulnerable populations.

MASAE Analytics conducted a pioneering study to detect and estimate the presence of Syrian refugees in Lebanon using satellite imagery and artificial intelligence. The project addressed the challenge of monitoring informal settlements in a context where many refugees live outside official camps.