Page 91 - AI for Good-Innovate for Impact - An Interim Report 2024

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
addressed Flooding 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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