Introducing Ben Interactive Video: Revolutionizing Video Interaction for Benin and Beyond We are proud to present Ben Interactive Video, a cutting-edge product designed specifically for the Benin Multimodal AI Hackathon. Our innovative solution empowers users to interact with videos in their preferred language, saving time and breaking language barriers. Problem Statement: In today's digital age, accessing information and knowledge often requires understanding foreign languages. This can be a significant hurdle, especially for those who want to watch videos but struggle to comprehend the language. Long videos can be overwhelming, and finding specific information within them can be a tedious and time-consuming process. Solution: Ben Interactive Video tackles this problem head-on by providing a user-friendly platform where users can: - Select their preferred language: Choose from a range of languages, including Yoruba spoken in Benin. - Add a YouTube video link: Paste the link of the video you want to interact with. - Get transcription in their desired language: Our AI technology transcribes the video content into the user's chosen language. - Ask questions from the transcription: Use our AI-powered Q&A feature to quickly find specific information within the transcription, saving time and effort. Benefits for Benin and Beyond : Ben Interactive Video is specifically designed to cater to the needs of people in Benin, where language barriers can hinder access to information. Our product empowers users to engage with videos in their native language, promoting inclusivity and equal access to knowledge. With plans to expand to more languages, including French, Fon, and Dendi, Ben Interactive Video has the potential to make a significant impact globally. Our vision for Ben Interactive Video goes beyond the Benin Multimodal AI Hackathon. We aim to making it a go-to platform for video interaction and knowledge sharing worldwide.

Team Qerberos is committed to revolutionizing the cybersecurity landscape by leveraging cutting-edge LLMs and other AI algorithms to address complex challenges in the field. Our strategy centers on creating solutions that not only advance security protocols but also integrate seamlessly into existing infrastructures. For this hackathon, Team Qerberos have developed prototype LLM models designed for synthetic data creations and deployment across various endpoints—including smartphones, laptops, servers, and IoT devices. This model operates without disrupting current production processes, providing robust, real-time detection of malicious activities with exceptional accuracy. Team Qerberos’ approach ensures that organizations can enhance their security posture while maintaining operational efficiency.