slmaj – ML-powered automated trading bot for Interactive Brokers

Summary: slmaj is a desktop trading bot that uses machine learning ensemble signals from over 25 data sources to trade stocks, forex, crypto, and commodities via Interactive Brokers. It starts in paper trading mode for risk-free testing and offers configurable risk management and transparent signal sources.

What it does

slmaj connects to Interactive Brokers and executes trades based on combined ML models including XGBoost, Random Forest, and sentiment analysis. It integrates diverse data such as SEC filings, economic indicators, options flow, and social sentiment to generate a confidence score for trading decisions.

Who it's for

It is designed for traders using Interactive Brokers who want automated, ML-driven trading across multiple asset classes without coding.

Why it matters

slmaj reduces reliance on single indicators by combining multiple ML models and data sources, providing configurable risk controls and a simulated start to minimize trading risks.