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AI for Good-Innovate for Impact

Use case –19: Supporting families of missing persons of Derna

Flooding using AI chatbot 19-Leapchat

Country: Libya

Organization: Leapchat AI

Contact person: Kusai Fteita, Kusai@ leapchat .ai

19�1� Use case summary table

Domain Natural Disaster handling
Problem to be Assisting families in finding missing loved ones following the Derna Flood-
addressed ing in Libya through an AI chatbot platform.

Integration of a database with an AI chatbot, Incorporation of local data
such as names and locations, Facilitation of communication and coor-
Key aspects of
the solution dination in crisis situations, Deployment of an AI chatbot accessible via
WhatsApp, Enablement of users to submit information about missing indi-
viduals and Provision for updating the status of missing individuals.
Text to data conversion algorithms, image to data conversion (paper
record) Generative AI (Gen AI) models, Database as a repository for stor-
Technology
keywords ing and managing information, communication channel (WhatsApp),
K-means clustering for location clustering, Geopandas for geospatial data
analysis.

Data availability Private, with a goal to make it public(Life time 2 month)

Image (Paper records), Converted data (names and locations), WhatsApp
Metadata (type numbers and Geographical metadata such as location coordinates for
of data)
spatial analysis
Model Training Gen AI models, K-mean clustering.
and fine tuning

Derna-AI-chatbot: https:// eapchat .ai/ humanitarian -ai -chatbot
l
Testbeds or pilot Communication channel powerd by chatbot Whatsapp:+218915269476
deployments
link

19�2� Use case description

19�2�1 Description

The project introduce an AI-Chatbot Assistance for Locating Missing Individuals during Derna
Flooding Crisis. This use case entails the collaboration between an AI chatbot platform,
operating a corporate social responsibility (CSR) program, and Libyan non-governmental
organizations (NGOs) to provide support to individuals affected by the Derna Flooding crisis

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