Cyberneticate

verb: To apply cybernetic principles—such as feedback loops, self-regulation, and information flows—to a system or process.

noun: The ongoing process or journey of consistently applying self-regulatory principles, information flows, and feedback loops to refine and adapt a system, behavior, or self.

Hello! I'm Elijah Ibell—a passionate coder, AI tinkerer, and lifelong music-maker who thrives on blending creativity with technology.

By day (and often late into the night), I'm building AI-driven tools—from prototyping machine-learning models to architecting backtesting engines—and automating workflows that turn raw data into actionable insights. Whether I'm experimenting with neural networks or refining a Python script, I love solving complex problems with elegant, data-driven solutions.

When it's time to unwind, you'll find me in my home studio composing original tracks, layering synths, and exploring fresh production techniques. Music fuels my curiosity and keeps me inspired to push boundaries in both sound and software.

On this site, you'll find demos of my latest music projects, write-ups of AI experiments, and code showcases. Feel free to explore, listen in, or reach out—whether you're up for a jam session, a deep dive into code, or a collaboration on something entirely new. Let's build and create together!