Ghulam Raza@graza110

### 🛍️ The Challenge Small and medium retail businesses (SMBs) operate on thin margins, losing over $1.1 Trillion annually to stockouts and excess inventory. Traditional enterprise supply chain suites are cost-prohibitive, complex, and require dedicated data teams. Independent retailers are forced to make procurement choices using static spreadsheets, leading to dead stock and lost revenue. ### 💡 The Solution: MarketPulse AI MarketPulse AI brings autonomous decision intelligence directly to SMB retailers. It functions as an autonomous merchandise director that analyzes SKU velocities, forecasts demand shifts, and generates optimal inventory rebalancing plans. MarketPulse AI coordinates a multi-agent decision pipeline: - **Demand Sensing Agent:** Models sales velocity, seasonality, and promotional trends. - **Pricing & Margin Optimizer:** Evaluates price elasticity to protect gross margins while clearing aging stock. - **Supply Chain Rebalancer:** Solves constrained optimization across lead times and holding costs. - **Autonomous Planner:** Synthesizes actionable purchase orders with clear rationale. ### ⚡ Powered by AMD Instinct™ MI300X & ROCm MarketPulse AI is engineered for AMD Instinct™ architecture. Real-time retail decisioning requires evaluating thousands of SKU combinations under tight budget constraints. Leveraging the high memory bandwidth and compute density of AMD Instinct™ MI300X with ROCm, MarketPulse AI executes multi-scenario simulations and linear optimizations in milliseconds with zero external API dependencies. ### 🌐 Built for Modern Commerce Featuring tactile budget controls ($10K–$100K presets), real-time executive KPI scorecards, and native 4-language localization (English, French, Spanish, Hindi), MarketPulse AI empowers retailers to make confident decisions in seconds.

MindDash is an AI-powered Business Intelligence platform that transforms raw business data into meaningful insights and actionable decisions. Users can upload datasets, automatically generate interactive dashboards, analyze KPIs, explore trends, detect anomalies, and forecast future performance. Its AI Analyst enables users to ask questions about their data in natural language and receive intelligent, data-driven answers and recommendations. MindDash also generates executive-ready reports, making complex analytics accessible to both technical and non-technical users. Built as a practical, user-friendly web application, MindDash combines automated analytics, visualization, AI-powered insights, and forecasting into one unified platform designed to help businesses make faster, smarter, and more confident decisions.

🌎 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.