davidsonotienoomondi91-cloud/amani-intelligence

AI-powered early-warning system for conflict and Gender-Based Violence (GBV) prevention in Kenya. (DeKUT HACK 2025 Submission) # Amani Intelligence 🕊️ **AI-powered early-warning system for conflict and Gender-Based Violence (GBV) prevention in Kenya.** --- ### **Quick Links** * **🎥 Watch Our Video Prototype on YouTube** * **📄 View Our Project Presentation Slides** --- ### **The Problem** In Kenya, social and political tensions often escalate into violence before authorities can effectively intervene. This reactive approach is costly and tragic. Critically, during these periods of chaos, a shadow crisis of **Gender-Based Violence (GBV)** surges, which often goes unseen and unaddressed, leaving the most vulnerable to suffer in silence. ### **Our Solution: Amani Intelligence** Amani Intelligence is a proactive tool for peace. We use a custom AI model to provide an **integrated early warning** for both general public unrest and associated GBV threats. Our system is designed to provide the right information to the right people, at the right time, shifting the paradigm from crisis response to proactive prevention. ### **Key Features** * **Integrated Threat Analysis:** Uniquely analyzes both general chaos risk and specific GBV risk in a single, easy-to-understand report. * **Multi-Lingual NLP Model:** Our backend model is trained to understand English, Swahili, and Sheng, capturing the true sentiment of all communities. * **Targeted Action Hub:** Allows users to send precise alerts to different stakeholders, from a formal brief for government agencies to a safety warning for women's advocacy groups. * **Ethical by Design:** The entire process is built on anonymous, aggregated public data to protect individual privacy. ### **Technology & Hackathon Workflow** This project combines a pre-existing AI model with a high-fidelity prototype built and demonstrated during the DeKUT HACK 2025. * **AI Model (Backend):** `Python`, `Pandas` * **UI/UX Design & Prototyping:** `Figma` * **Video Production & Narration:** `Loom` *(A screenshot of the main dashboard from your Figma p …