Joel Bah@Randhum

ShopNexus is the all-in-one AI operating system for small and medium-sized 24/7 self-service and autonomous convenience shops. Today, independent owners lose dozens of hours per week on manual inventory counts, stockouts, overstock, expiry waste, and fragmented tools. In a market where food waste alone costs retailers billions annually and labor shortages make 24/7 operation increasingly difficult, most solutions are built for chains — too complex, too expensive, or completely missing the autonomous reality. ShopNexus delivers a complete, ready-to-deploy suite: - Real-time inventory via OCR shelf scanning and computer vision - Intelligent POS with instant sales analytics - Automated waste tracking and reduction alerts - Product performance scoring and dynamic reordering - RAG-powered natural language insights on Qdrant vector database (“show me products expiring this week within 5 km”) The true differentiator: a built-in peer-to-peer marketplace that connects nearby ShopNexus operators and customers to buy/sell excess or urgent stock in minutes, with integrated logistics coordination (DPD/GLS partners or freelance drivers). We cut management time by up to 85 %, reduce waste 35–60 %, and turn independent shops into a powerful local network — no central distributor needed. Market: unmanned/autonomous retail growing from ∼$82 Bn in 2025 at >24 % CAGR, inside a $950 Bn+ global convenience channel. ShopNexus is the OS that finally makes truly autonomous 24/7 retail profitable for independent owners.

This is a Bitcoin Transaction Fraud Classification project Based on Elliptic Dataset provided by Elliptic Ltd. a London - based Blockchain analysis provider. Here is our Deployed Application link: https://share.streamlit.io/alihussainia/swissai/main This Project is built using Python based libraries. For data pre-processing we have used NumPy and Pandas, for data visualization we have used matplotlib and seaborn, for development we have used PyCaret and finally for web-development we have used Streamlit and StreamlitCloud. The Elliptic Dataset is a graph network of Bitcoin transactions with handcrafted features. All features are constructed using only publicly available information. Thank you for your Time and Consideration.

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!

🕒 7 days to be among the first to experiment and build with OpenAI o1 💡 Build innovative applications utilizing o1's advanced features 🤝 Compete solo or collaborate with teammates 🚀 Dive into a 1-week virtual coding marathon, connecting with industry leaders 🏆 A chance to join the Lablab NEXT acceleration program and fast-track your innovation

Are you ready to put your coding skills to the test for the global cause?