Priya Gopal@Priyagopal27

Qubic Guardian is an AI-driven real-time on-chain monitoring system built for the Qubic ecosystem. It continuously: - Listens to live QX asset trades - Enriches trades with real-time price data - Performs anomaly detection - Assigns risk scores + tags - Stores clean data in Google Sheets - Sends Telegram alerts for high-risk events - Updates a real-time Streamlit dashboard This system emulates exchange-grade surveillance engines, but using decentralized Qubic data + AI. ## 🔍 What Qubic Guardian Detects - **Suspicious Transactions** - **Whale Movements** - **Token-Specific Trading Behavior** - **Category-Level Risks** - **Liquidity Anomalies** - **Historic & Real-Time Trends** --- ## 🧠 Key Features ### 1️⃣ Real-Time Transaction Ingestion - QX trades are streamed through **Qubic EasyConnect Webhooks**. - Every trade instantly flows into **n8n** for processing. --- ### 2️⃣ Live Price Enrichment - Uses **MEXC QUBIC/USDT price API** to calculate real USD impact. - Enables accurate **risk scoring** based on trade size and value. --- ### 3️⃣ AI-Powered Summaries LLM (Gemini 2 Flash / DeepSeek / Groq) generates: - Human-readable explanation - Risk interpretation - Recommendation: **Monitor / Caution / Urgent** --- ### 4️⃣ Multi-Layer Risk Engine #### **A. Base Risk (Features & Risk Node)** Risk based on `trade_value_usdt`: - **< $50 → LOW** - **$50–$500 → MEDIUM** - **> $500 → HIGH** #### **B. Anomaly Detection Engine** Analyzes multiple signals: - Trade size - Shares - Whale thresholds - Illiquid assets - New / experimental tokens - Selling pressure - Price/volume irregularities - Other rule-based anomaly flags and other features.

In this hybrid hackathon powered by Arc and Circle, developers will build the next generation of Agentic economic applications using Circle’s Nanopayments infrastructure with settlement on Arc in USDC. For the first time, high-frequency, usage-based transactions between users, APIs, and AI agents can operate without gas overhead eroding margin. Arc provides stablecoin-native settlement with predictable, dollar-denominated USDC fees and deterministic, sub-second finality — enabling real-time coordination and economically viable per-action pricing at scale. 📅 April 20 – 26, 2026 • Apr 20 – 25 (Online): Submit projects by Apr 25. • Apr 25 (On-site Build – SF, CA): Teams refine projects. • Apr 26 (On-site Demos & Awards – SF, CA): Live pitches & winners announced. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (April 25-26): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆 Compete for a $15,000+ Prize Pool. 📍 Please note: 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. 🧑🏻‍💻 Secure your spot now – sign up before the Kick-Off Stream!

⏱️ You’ve got 48 hours - create, build, and launch! 🌟 Get direct access to Qubic, mentors, and ecosystem support. 💰 Compete for your share of $44,550 in prizes across two tracks. 🤝 Work solo or team up to design the next wave of blockchain innovation. 🧑‍💻 Sign up and start building on one of the world’s fastest decentralized networks..