Abhay Prakash@prakashabhay71129764

Independent electronics retailers often lose a sale when a customer requests a product that is out of stock, even though another nearby store may have it available. ShelfBridge explores a shared neighbourhood inventory network that helps a shop capture unmet demand, compare nearby stock, screen candidate products using SKU, barcode, and basic electrical attributes, request supplier confirmation, and coordinate a reservation-to-handover workflow. The interactive prototype brings this process together in a React dashboard featuring request capture, multi-store inventory management, product-match inspection, supplier coordination, reservation countdowns, store onboarding, demand insights, CSV export, and a unit-economics calculator. Its matching logic prioritises exact product identifiers and includes basic safeguards intended to flag incompatible products, such as chargers that do not meet the requested wattage. The financial simulator illustrates how customer sale value, supplier transfer price, delivery costs, and platform fees affect retailer contribution. The current public repository is a hackathon proof of concept built around synthetic stores, sample catalogue records, and illustrative transactions. Core transaction actions, request-parser presets, and the concurrency demonstration currently operate through frontend state; live merchant/POS integrations, server-side persistence and locking, and real AI inference are not connected in the published branch. ShelfBridge aims to help independent retailers serve more customers, improve the use of available local inventory, and turn an otherwise lost sale into a coordinated neighbourhood transaction. Future development will focus on a reliable backend, transaction-safe reservations, stronger product compatibility validation, and integration with real inventory systems.

Managing business growth and staying compliant often requires MSMEs and Chartered Accountants to navigate multiple government portals, financial platforms, and regulatory websites. Important information about government schemes, tenders, grants, loans, tax updates, and compliance requirements is frequently scattered, making it difficult to access and utilize efficiently. Our AI-Powered MSME & CA Opportunity Platform bridges this gap by creating a centralized, AI-driven ecosystem designed equally for business owners and finance professionals. For MSMEs, the platform helps discover relevant government schemes, grants, tenders, funding opportunities, and business support programs. Users receive personalized recommendations based on their business profile and can interact with an AI assistant to understand eligibility, required documentation, application procedures, and key deadlines. For Chartered Accountants, the platform acts as an intelligent productivity assistant by simplifying compliance-related queries, explaining tax and regulatory updates, assisting with client-specific opportunity discovery, and helping identify financial benefits and government incentives that may be relevant for their clients. The AI assistant converts complex regulations and policy documents into easy-to-understand, actionable guidance, reducing research time and improving decision-making. A modern, responsive interface, secure authentication, and personalized dashboards provide a seamless experience across desktop and mobile devices. Built with modern web technologies and designed for scalability, the platform demonstrates how AI can support both MSMEs and CAs in a single ecosystem. By combining opportunity discovery, intelligent assistance, and compliance support, our solution helps businesses grow while enabling CAs to deliver faster, more informed, and higher-value advisory services.

🌎 Hybrid Hackathon | 💻 Online Build: 12-17 October 2026 | On-site phase: 17-18 October 2026 To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. The AMD Developer Hackathon: ACT III is a hands-on event for developers, founders, engineers and builders who want to push what’s possible with AI on real infrastructure. 📍 If approved for the on-site experience, you'll also have the opportunity to showcase your project live. Travel and accommodation will not be covered.

💻 Online Hackathon | ⏳ Build: 48 hours | 📅 September 25–27, 2026 The official IBM Bob 2.0 hackathon. Build what's next in AI-assisted development, alongside the developers and experts shaping it. ⭐ Get help from experts throughout the event 🤝 Join a team or build solo 💰 Prize pool: $12,000 🧑🏻‍💻 Register before the Kick-Off Stream to start building with Bob

🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.