📡Overview

Overview of the research and development for the embodying algorithms, methods, ethics, and ideas behind this project.

Preface

In this library, careful standards are upheld to ensure the reliability and accuracy of models and algorithms. The goal is to adhere to common data integrity protocols, robust backtesting methods, and stress testing under various market conditions (Including protections against black swan events). Ethical considerations are also important to me; I have attempted to research and implement strict compliance, regulatory frameworks and give a commitment to transparency in algorithmic decision-making. The development process is driven by a mix of innovative thinking and common methods, aimed at creating systems that are both effective and resilient in dynamic market environments.

Who am I?

My name is Max Heltzel and I am currently an Information Systems Student at Florida Gulf Coast University. I enjoy solving complex problems or creating new solutions to old problems using technology, math, and visualizations. I have been I have experience using Python (with: GUI library, PyQT; Neural Network libary, TensorFlow with Keras; and Extensive API use, including but not only, Charles Schwab, TD Ameritrade (Deprecated), OpenAI's ChatGPT, Yahoo Finance, Pandas, Scikit, WebSocket; Flask web server; and many others. My experience also goes into JavaScript, CSS, HTML, and Ethereum's Solidity [Compiler].

I am constantly working on new ways to visualize data, both qualitatively and quantitatively using plots, graphs, frequency tools, custom formulas and stochastics.

EDU Email: [e-mail]

Personal Email: [e-mail]