The Expanding Role Of AI In Global Markets

The future of trading belongs to ecosystems where algorithms and informed human decision making work together in disciplined ...

American Tower Is Boring, But The Upside Potential Isn't

American Tower (AMT) looks undervalued with stable recurring revenue, a 3.87% yield, and AI/data tailwinds—see why it’s a Buy ...

Understanding Fourier Analysis: Uncovering Patterns in Time Series Data

Discover how Fourier Analysis breaks down complex time series data into simpler components to identify trends and patterns, despite its limitations in stock forecasting.
IEEE

An Algorithmic Approaches for Maximizing Return on Investment (ROI) Using Simple Moving Average (SMAC)

Abstract: This paper investigates the LEGO toy sets as a good investment and proposes a Simple Moving Average Crossover (SMAC) for maximum return on investment (ROI). Recently, LEGO has provided ...
IEEE

Stock Trading Signal Prediction Using Transformer Model and Multiple Indicators

Abstract: This study investigates the ability of Transformer models to predict stock trading signals. The Transformer model, focusing on encoder architectures and multi-head attention mechanisms, was ...
GitHub

An automated trading system that implements vertical spread trading strategies using Interactive Brokers (IBKR) API. The system scans for specific technical patterns, selects ...

The system is designed to identify technical patterns in equities, select optimal vertical spreads based on configurable criteria, and execute trades with proper risk management controls. python/ ...