Anas Kadambalath@Anaskadambalath

Odin is an AI-powered trading companion that solves a critical problem: traders repeatedly make the same mistakes because they forget past market conditions. THE PROBLEM You buy AAPL during earnings, lose 5%, then three months later—same news, same mistake, same loss. Traditional platforms don't learn from your behavior. THE SOLUTION Odin learns from every trade you make and proactively warns you when similar market conditions arise. HOW IT WORKS 1. LEARNING PHASE Every trade is enriched with: - News context (DuckDuckGo + GPT-4 summarization) - Sentiment scores (Reddit, social media, technical indicators) - Profit/loss outcomes This data is converted into vector embeddings and stored in ChromaDB, creating a searchable memory of your trading psychology. 2. PATTERN MATCHING When new market signals arrive, Sentinel searches your history using vector similarity (cosine distance). If similarity >35%, it generates alerts: Opportunities - "Last time this happened, you made 15% profit" Risk Warnings - "Last time this happened, you lost $286" 3. FOUR CORE FEATURES - Multi-Agent Analysis: 7 AI agents (Market, Fundamentals, News, Social, Bull/Bear, Trader, Risk Manager) collaborate for BUY/HOLD/SELL recommendations - Autonomous Trading: Fully automated with signal gathering, analysis, execution, and position monitoring - Real-Time Trading: WebSocket streaming, live prices, context tracking - Intelligent Alerts: Pattern recognition that warns BEFORE you trade TECH STACK Frontend: Next.js, TypeScript, Tailwind CSS, WebSocket Backend: FastAPI, ChromaDB (vector DB), LangChain, GPT-4, Alpaca API ML: Vector embeddings, cosine similarity, multi-agent systems IMPACT Prevents losses, finds opportunities, saves time, reduces emotional trading. Production-

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. 💰 $20,000 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.

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.