Cong Minh TRAN@tran_cong_minh869

NetExpert is an AI-driven, open-source network expert system designed to address the connectivity challenges faced by rural and underserved areas in Vietnam. This product is a new, self-contained solution that integrates advanced AI technologies to provide personalized network planning and optimization. NetExpert aims to bridge the digital divide by offering affordable and easy-to-install network solutions. The scope of the project includes the following activities and deliverables: 1. Development of an AI-driven open-source network expert system: Creating a system powered by AI to advise and solve network issues for users. 2. Web crawling to collect information about network devices: Using web scraping techniques to gather data about network devices from various online sources. 3. Building and maintaining a database of network devices: Establishing a comprehensive database of network devices and updating it regularly to ensure accuracy and currency. 4. AI-driven recommendation system and GenAI customer interaction: Developing a proprietary AI algorithm for recommendations and a GenAI tool for interactive customer engagement to understand specific user needs. 5. AI-powered network configuration suggestions: Providing optimal network configuration recommendations through an AI-powered system tailored to user needs and conditions. 6. Shopping support and installation instructions: Assisting users in finding and selecting suitable devices and providing detailed installation instructions. 7. Partnerships with telecom providers, ISPs, and local governments. In this Project we have used many different technologies: 1. AI Agent: Uses RAG, Python, FastAPI, and Pandas for intelligent recommendations. 2. Data Processing: Real-time web crawling ensures accurate, updated product data. 3. Backend: Built with Java (Spring Boot) and PostgreSQL for efficiency and scalability. 4. Frontend & UI: Next.js and Figma create an intuitive user experience.

NetExpert is aiming to assist individuals and organizations in rural and highland areas to connect with the world through the internet. The product targets IT managers in government agencies, schools, hospitals, small business owners (B2B), and rural households with school-aged children (B2C). NetExpert is a tool that utilizes Artificial Intelligence (AI) to analyze user input data and recommend the best network products, installation methods, or system configurations based on the latest information from manufacturers. Acting as a virtual network design expert, it offers optimal, personalized suggestions tailored to the user's specific needs, budget, and conditions.The product is designed for rural and highland areas where network infrastructure is still limited, making it even hard to watch YouTube videos. NetExpert could solve the Social Challeges: - No Poverty (SDG 1): By providing network connectivity, it enables people in highland areas to engage in online business - Quality Education (SDG 4): It allows students in rural areas to access online learning materials and participate in remote classes - Decent Work and Economic Growth (SDG 8): It supports small businesses to expand, creating more jobs and boosting economic growth - Industry, Innovation, and Infrastructure (SDG 9): It fosters the development of robust network infrastructure, promoting innovations NetExpert leverages AI to: 1. Collect and Update Data: Automatically gathers information about network devices through web crawling 2. Analyze Needs and Conditions: Utilizes interactive questionnaires and Natural Language Processing (NLP) to understand and assess user requirements. 3. Suggest Optimal Configurations: Based on the analyzed data, the system provides recommendations on the most suitable products, installation methods, and configurations. 4. Support Shopping and Guidance: Offers pricing information from various suppliers and provides both basic and advanced installation guides through blogs.

urWaxton addresses the growing complexity of managing digital information. Users often struggle with multiple data formats and overwhelming organization tasks, leading to inefficiencies and frustration. urWaxton simplifies this by using advanced AI to categorize and store data effortlessly, making it easily retrievable and analyzable. Our solution is ideal for lifelong learners, students, knowledge workers, and entrepreneurs who need precise data management. Unique features include AI-enhanced learning, a versatile chatbot for queries, and the ability to handle diverse inputs. With urWaxton, managing your information becomes intuitive, accessible, and highly efficient, no matter where or how you work.

🔍Create AI-driven, open-source solutions to optimize public sector network management in critical areas like predictive maintenance, total cost optimization (TOC), and energy efficiency—enhancing public sector networks' scalability, efficiency, and sustainability in underserved regions. 📅 Join us February 28–March 2, 2025: Participate online or in person in vibrant Barcelona, on the sidelines of MWC 2025, to collaborate with peers worldwide and shape the future of public sector connectivity. 👨‍🏫 Work alongside experienced industry mentors who will provide guidance and insights to elevate your solutions. 💰 $5,000 prize pool for the winners! 🏆 Compete for a chance to join the lablab NEXT incubator program! 🧑🏻‍💻 Don’t wait! Sign up now to secure your spot before the Kick-Off!

🔍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!

🕒You have 2 days to complete the challenge. Compete for exciting prizes and exclusive opportunities. It's an amazing opportunity to: 🚀 Compete to craft an app supercharged by IBM’s advanced AI models. 💰 Receive the necessary resources to kick off your app development. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!