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Enabling the use of AI in humanitarian organizations

This Data & Drinks event is entirely dedicated to AI & data applications in the humanitarian sector. Our speakers are Jacopo Margutti, Data Scientist & Emergency Response Coordinator at the 510 initiative (The Netherlands Red Cross), and Derek Loots, AI / Data / Cloud / DevOps Engineer at Doctors Without Borders. Talk #1 by Jacopo Margutti: Digitalizing and automating humanitarian processes Deploying pipelines and ML models in support of local responders to humanitarian crises comes with a number of challenges: no pre-existing digital infrastructure, ever-shifting priorities, limited resources, and non-negotiable deadlines. This talk will present the approach followed by 510, the data and digital initiative of the Netherlands Red Cross, and dive into one workflow that they set up for classifying text messages of Ukrainian refugees on social media, as well as the feedback shared with the Red Cross, in order to improve humanitarian programs. Talk #2 by Derek Loots: Enabling MSF to start using Artificial Intelligence safely and securely Large language models have taken companies by storm. Controlling their usage and potential negative effects is the focus of many companies nowadays. This talk will present an approach that Doctors Without Borders (MSF) Netherlands is using to leverage Azure OpenAI to build an internal secure Chat-GPT. Through a community-based approach, MSF is enabling departments to build reliable prompts in the best way, enabling them to also scale through managed infrastructure.