Adepitan Adetunji@MasterPee

Triangulation scams are increasingly becoming inherent in p2p transactions, third party payment frauds and off platform social engineering are putting vendors at risk and businesses at higher reputational risks. Agentic Guard seeks to provide p2p chat security and fraud detection through three distinctive means. Firstly, it examines and analyses chats for inappropriate communication patterns; scans images to detect fraud activities and integrates policy evidence in responses. This is possible through the following pattern: 1. Behavioural Chat Analysis: LLM scans live trades and looks for patterns that reflect fraud activities, it examines keywords such as socia media name use, providing phone numbers in chats, engaging in redirection tactics, among others. it observes this flow and raises alarm to the buyer in the chat while also providing recommendations on best practices 2. Multimodal Evidence Verification: It looks at payment receipts and idnetifies if sender names, amounts match with order details. It also observes fake/original receipts and flags third party payments 3. Policy Implementation: It constantly reminds traders of policies guiding trading conversations by referencing policy standards in warning messages. Tools/Technologies Used Engine: Gemini 1.5 Flash (Multimodal capabilities) Framework: CrewAI & LangChain (Agent orchestration and RAG) Backend: FastAPI (High-performance asynchronous API) Frontend: Streamlit (Real-time security monitoring dashboard)

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.