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noah-chelednik/README.md

Noah T.G. Chelednik

I work at the intersection of human reasoning and AI systems, with an emphasis on making large language model use legible, measurable, and dependable in real work.

My background combines humanities training with applied computer science. Rather than treating AI as a novelty or shortcut, I focus on evaluation, documentation, verification, and long-horizon human–AI collaboration.

This repository serves as the anchor for my public technical work.

Focus Areas

  • Analysis and evaluation of LLM usage and behavior
  • Design of human–AI workflows that can be understood and audited
  • Systems and data fundamentals that support reliable AI tooling
  • Methods that prioritize clarity, traceability, and durability

Selected Public Work

  • LLM Export Analytics
    Tooling for analyzing ChatGPT and Claude export data, designed with privacy, measurement, and future extensibility in mind.

Additional repositories will appear gradually as artifacts are completed and ready for long-term scrutiny.

Operating Principles

  • Clarity over cleverness
  • Measurement before claims
  • Documentation as a first-class artifact
  • Build for durability, not visibility

This account is intentionally curated. Empty space is part of the design.

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