Noah T. G. Chelednik
Human–AI Workflow Specialist Composer · Inventor
I work at the intersection of human reasoning and large language models, applying that work across research, writing, music, and software.Two bachelor's degrees with honors in history and political science. Currently completing a BS in Computer Science. Between 2023 and 2026, my work involved ~5,000 hours of LLM-assisted practice across more than 65,000 messages. Top 1% ChatGPT user by messages sent (OpenAI). Focused on sustained, recursive workflows rather than isolated prompts.My work emphasizes prompt architecture, workflow design, and the applied study of human–AI collaboration.This site connects my research, writing, portfolio, and professional presence.[email protected]
