SmartLink: Autonomous AI Trading & Analytics Agent

SmartLink is an autonomous AI-driven analytics and decision engine designed for high-frequency operations and real-time data intelligence. ### The Problem Modern digital campaigns and trading platforms generate massive volumes of real-time transactions. Traditional analytics tools take hours or days to batch-process clickstreams, making it impossible to detect fraud, anomalies, and high-velocity signals instantly. ### How It Works & Key Features 1. Autonomous LLM Agent: Powered by advanced function-calling, the AI agent autonomously inspects the database schema, formulates read-only SQL queries, and analyzes big data in milliseconds. 2. Real-Time Big Data Engine: Integrates with ClickHouse Cloud to process over 50,000 real-time events with sub-second latency. 3. Automated Bot Shield & Anomaly Detection: Evaluates transaction legitimacy, filtering out malicious scrapers and bots on the fly. 4. Dynamic Visualizations: Frontend automatically captures analytical data and renders interactive charts and execution logs dynamically. ### Tech Stack * Frontend: React, Tailwind CSS, Recharts * Backend: Node.js, Express, BullMQ, Redis * Database: ClickHouse Cloud & MongoDB * AI: Google Generative AI SDK with autonomous tool-calling