Ahmad Qatanani@ahmad_qatanani409

The Problem 90% of traders lose money, often not because of poor strategy, but poor psychology. "Tilt"—the emotional state of frustration after a loss—leads to irrational "revenge trading" (increasing stakes to win back losses). Current trading platforms only show P&L; they don't see the human breaking down behind the screen. The Solution Deriv Pulse. We built a "Behavioral Risk Engine" that doesn't just track numbers; it tracks user intent. It acts as a Guardian AI that sits between the trader and the market. Key Features Real-Time "Tilt" Detection: The AI monitors stake sizing, trade frequency, and time-deltas. It flags "Martingale" patterns (doubling down after losses) instantly, distinguishing between aggressive strategy and emotional gambling. The "Pulse Score": A live psychological health metric (0-100). If you trade calmly, it stays green. If you start panic-trading, it drops to red. Active Intervention: When the score hits critical levels, the "AI Coordinator" intervenes. It doesn't just show a popup; it engages a "Cool Down" protocol, temporarily locking the terminal to save the trader from themselves. Simulation Mode: For this hackathon demo, we included a "Simulation Deck" that allows judges to inject specific high-risk scenarios and see exactly how the AI responds in real-time. Why It Matters For Deriv, this isn't just a safety feature; it's a retention engine. By preventing catastrophic account blowups, we keep users in the game longer, transforming them from short-term gamblers into disciplined, long-term profitable traders. We are solving the #1 cause of customer churn: Burnout.

FEIN: Financial Entity Intelligence Network FEIN addresses the critical "missing link" in agentic commerce: the transition from AI chatbots to true financial agents. While current agents can discuss money, they lack the reasoning to safely manage a treasury without constant oversight. FEIN solves this by integrating Google Gemini 2.5 Flash reasoning with strict, on-chain security protocols. Verified Enterprise-Grade Upgrades: Beyond our core pillars, we have successfully implemented and verified three advanced layers to make FEIN production-ready: Compliance Guardrail: Every transaction is cross-referenced against global sanctions lists (integrated with TRM Labs/Chainalysis mocks) to block sanctioned entities before execution begins. Gateway Agent Architecture: FEIN serves as a secure Treasury Gateway. Specialized corporate agents (e.g., Payroll or Procurement) can now call FEIN via API to submit intents, which are audited through our secure pipeline. Multi-Rail Failover: To ensure zero downtime, FEIN features a redundant execution path. If the primary payment rail (Circle) is unresponsive, the system automatically reroutes critical transactions via a Gnosis Safe backup. Core Infrastructure & Observability: Built on Circle Developer Controlled Wallets and the Arc Network, FEIN enforces autonomous policy enforcement (e.g., < 5.0 USDC spending limits). Our frontend visualizes the AI’s "Chain of Thought" through an Execution Timeline, providing 100% auditability and one-click cryptographic evidence for every action—ensuring the "proof never goes poof".

⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. 📅 May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: Onsite Build Day. May 20: Demo Showcase & Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 🎟 FREE Milan AI Week conference ticket included for participants. 💰 $32,000+ prize pool 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.

Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88

Teams work together with multiple AI agents in shared workspaces to design, build, and launch complete AI products — from initial idea to market-ready app. 📅 February 23– March 1, 2026 ⏱️ 6 days to build and ship an end-to-end agentic AI product 🤝 Work together in shared AI workspaces where your team and AI agents collaborate in real time 🔧 Build with multiple AI agents that handle development, design, testing, and documentation together 🎯 Create everything in one place — from ideation to product to marketing materials, all by prompting and observing 🚀 Focus on real-world products that teams could actually ship and use 🏆 $3,500 in prizes + premium 3-month Complete.dev access for top teams 🧑‍💻 Join your team workspace and start building together