PakAI Capital – Autonomous Trading System

PakAI Capital is an AI-assisted algorithmic trading platform designed to explore how intelligent systems can analyze market data and execute trades autonomously. The platform collects real-time market information, evaluates trading indicators, and generates trading signals that can be executed programmatically through Kraken CLI connected to the infrastructure of Kraken. The system combines data ingestion, signal analysis, and automated execution into a unified trading workflow. Market data and indicators are processed by the backend engine, which evaluates trading opportunities using rule-based strategies and sentiment signals. Once a valid trading opportunity is detected, the execution layer triggers secure commands through Kraken CLI to simulate or perform trades. To provide transparency and monitoring, the platform includes a real-time dashboard that visualizes trading signals, execution logs, portfolio activity, and performance metrics. This interface allows users to track the behavior of the trading system, monitor trade decisions, and evaluate system performance over time. The goal of PakAI Capital is to demonstrate how AI-assisted trading systems can combine automated analysis, real-time data processing, and programmatic execution to support intelligent financial decision-making. By integrating modern cloud deployment, a modular backend architecture, and Kraken’s trading infrastructure, the project showcases how autonomous financial systems can be built using scalable tools and APIs.