Perigee – Transforming Humanitarian Aid with AI-Driven Solutions

Transforming Humanitarian Aid with AI-Driven Solutions

ABOUT

Perigee AI Solutions harnesses the power of artificial intelligence and big data to enhance humanitarian efforts globally. By providing actionable insights and predictive analytics, Perigee enables organizations to address critical challenges such as disaster preparedness and response.

Main Features :

Interest Prediction:

Analyzes historical data to forecast search interest and identify potential emergencies.

Semantic Embedding:

Uses advanced AI models to improve search relevancy and data accessibility.

Insights Dashboard:

A user-friendly tool that unifies data on natural disasters, conflicts, and trends to support informed decision-making.

Promoting the Perigee Project

Agileful's collaboration on the Perigee project highlights our expertise in deploying AI to tackle global humanitarian challenges. By integrating advanced AI tools like Interest Prediction and Semantic Embedding, we’ve empowered organizations to enhance their disaster preparedness and response strategies. This project demonstrates our commitment to using technology for social good, ensuring that critical, real-time insights are readily accessible to those on the frontlines of humanitarian aid.

The Perigee project is a testament to Agileful’s innovative approach, blending AI with practical solutions to address complex global issues. Our involvement in developing Perigee’s scalable infrastructure underscores our capability to meet the growing data demands of humanitarian efforts. By providing tools that offer actionable insights and improve operational efficiency, Agileful is leading the way in transforming how humanitarian organizations respond to crises.

Through the Perigee project, Agileful has solidified its reputation as a leader in AI-driven solutions for humanitarian aid. Our work has not only enhanced the capabilities of our partners but also showcased our ability to deliver impactful, technology-driven outcomes that support global humanitarian missions. This project is a clear reflection of Agileful’s dedication to making a difference through innovative technology.

Utilized for its versatility and rich ecosystem of libraries, Python is the backbone of data analysis, AI model development, and backend processing in Perigee.

Provides the cloud infrastructure and services necessary for the Perigee project, including scalable storage, computing power, and AI model deployment, ensuring reliability and scalability.

A powerful, open-source relational database system used for storing and managing structured data, ensuring data integrity and complex querying capabilities in Perigee.

An open-source vector search engine that powers semantic search in the Perigee project, enabling efficient and relevant search results from large datasets through machine learning models.

Facilitates the development of scalable, high-performance server-side applications, allowing real-time data processing and efficient communication between different components in the project.

Enables the development of cross-platform mobile applications for Perigee, ensuring a seamless and responsive user experience across different devices.

Main Features of Perigee:

Interest Prediction: Interest Prediction is a key feature of Perigee, leveraging AI to analyze historical data and forecast search interest for specific events, such as natural disasters or conflicts. By identifying patterns and trends in past data, this tool can predict potential emergencies before they fully develop, allowing humanitarian organizations to prepare and respond more effectively. It utilizes automated keyword extraction and event embedding with clustering techniques to enhance the accuracy and relevance of predictions.
Semantic Embedding: Semantic Embedding in Perigee employs advanced AI models, like BERT, to improve the relevancy of search results within large datasets. This feature creates a semantic search pipeline that processes textual data, ensuring that search queries yield accurate and contextually appropriate results. The integration with the Weaviate vector search engine further enhances the scalability and efficiency of data retrieval, making it easier for organizations to access the information they need quickly.
Insights Dashboard: The Insights Dashboard is a user-friendly interface designed to consolidate and present critical data on natural disasters, conflicts, and global trends. This tool brings together various data sources, offering a comprehensive view of ongoing and potential crises. Users can interact with visualized data, making it easier to analyze trends, monitor developments, and make informed decisions. The dashboard's design emphasizes accessibility and ease of use, allowing organizations to quickly gain actionable insights.