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".

⏱️ 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

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. 💰 $10,000 prize pool up & 1 × AMD Radeon™ AI PRO R9700 GPU 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.

⏱️ 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. 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.

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

Join Deriv and lablab.ai for a high-intensity hybrid hackathon where top builders create AI prototypes, demo their work, and get fast-tracked to interviews. When • Sat, Jan 31, 2026- On-Site Pre-Hackathon: Deriv AI Meetup (Dubai) • Fri, Feb 6 - Opening words, Challenge, and Hackathon kick-off. (Dubai) • Sat, Feb 7 - Build and ship your prototype - 12 hours (Onsite +Online) • Sun, Feb 8 - Demos, judging, and next steps for standout teams. (Onsite +Online) On-Site Pre-Hackathon: Deriv AI Meetup Sat, Jan 31, 2026 · 2:00–6:00 PM (GST) · Dubai In-person talks, workshops, team formation, and networking with the Deriv team. 👉 Deriv AI Meetup registration What's in it for you • USD $10,000+ in prizes across categories • Mentors available to unblock you when you're stuck • Fast-track interviews for top performers - skip the queue • Real problems to solve - not toy demos Format • Teams of 1-3 • Hybrid: Dubai on-site or fully remote • On-site spots confirmed after screening Location • One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE • Travel and accommodation not provided. Apply now • Spots are limited. Shortlisting begins right after the event.

In this hybrid hackathon powered by Arc, developers will build the next generation of agentic commerce systems using Arc with USDC. Explore a world where AI agents and web services can pay for APIs, data, compute, and content in dynamic, usage-based ways, while Arc provides stablecoin-native settlement with predictable USDC fees and deterministic, sub-second finality. This hackathon is supported by Google & Google DeepMind, with a dedicated challenge and $40,000 in Google Cloud Platform (GCP) credits awarded for the best use of Gemini models and Google AI Studio. 📅 January 9 – 24, 2026 • Jan 9 – 23 (Online Phase) – Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on January 23rd. • Jan 23 (On‑site Build Day – San Francisco, CA) – Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Jan 24 (On‑site Demos & Awards – San Francisco, CA) – Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (Jan 23–24): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆Compete for $50,000 in USDC & GCP Credits. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑🏻‍💻 Secure your spot now - sign up before the Kick-Off Stream!