Mahdi El Zein@mahdizn

Schools in Africa have several needs. We want to focus on the lack of adequate infrastructure and the limited access to modern technologies, which restricts students' ability to participate in online learning programs or access digital educational resources. AI-powered platform. Initially developed on Streamlit for rapid prototyping, this platform integrates multiple technologies to deliver an educational experience rooted in African culture. It leverages OpenAI’s GPT-3.5 for a multilingual chatbot that answers questions using culturally relevant African examples. Stability AI generates localized visual lessons, such as science diagrams featuring native plants, while ElevenLabs provides text-to-speech functionality for audio responses. Additionally, the mentorship system organizes requests in a CSV database and includes an admin dashboard for managing student needs.

Contract Analysis Assistant is an AI-driven tool designed to streamline the process of reviewing legal contracts. Powered by IBM Granite, this assistant analyzes contract documents to identify potential risks, compliance issues, ambiguous terms, and key clauses that may impact legal and business decisions. Users can upload a PDF contract, and the AI will perform a detailed analysis, highlighting areas of concern such as legal pitfalls, operational risks, and clauses that may lead to disputes. The tool ensures faster contract reviews, reduces manual effort, and provides actionable insights to help legal teams and businesses make informed decisions. With an intuitive Streamlit-based interface, users can fine-tune AI settings like token limit, sampling parameters, and creativity levels to customize their analysis. Whether you are a lawyer, business owner, or compliance officer, the Contract Analysis Assistant simplifies complex contract analysis, making legal document review more efficient and accessible.