Dawin Kanyi@Dawin

CachAI is an innovative AI-driven hybrid caching solution designed to address the challenges of limited internet connectivity in underserved regions. By combining advanced machine learning algorithms and efficient caching technologies, CachAI optimizes bandwidth usage and ensures uninterrupted access to essential digital resources. The system operates by analyzing user request patterns in real-time, identifying frequently accessed content, and storing it locally on routers equipped with storage. This reduces the need for repeated downloads, ensuring faster access to high-demand content such as educational videos, medical guidelines, or e-learning materials. CachAI also utilizes predictive analytics to forecast future content demand. During off-peak hours, it pre-fetches and stores this content locally, ensuring that users have access to anticipated needs even during network downtimes. The hybrid model seamlessly integrates with cloud storage to manage less frequently accessed or larger files, ensuring scalability and efficient use of resources. The system leverages open-source technologies. Designed with inclusivity and cost-efficiency in mind, CachAI bridges the digital divide by empowering schools, health centers, and communities in resource-limited settings with reliable access to information and opportunities. It’s more than a solution—it’s a step toward digital equality.

🔍Create AI-driven solutions using open-source technologies to optimize public sector network management—planning, procurement, and maintenance—for scalable, sustainable school connectivity in underserved regions. 📅 Join us January 24-26: Participate online or in person in Geneva to develop innovative solutions with peers globally. 👨‍🏫 Work alongside industry mentors for insights and guidance on your projects. 🏆 Compete for a chance to join the Lablab NEXT incubator program! 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!