My Pitch to Goodfire

Hi Daniel and Tom! I’m Kutay, a CS student at Bilkent with a deep interest in mechanistic interpretability and model steering. I’ve been following Goodfire’s groundbreaking work since your founding, especially since the announcement of Ember (before it had a name). I’m especially intrigued by your work on productionizing interpretability work and would love to contribute to advancing interpretability at scale.


My Technical Background

My experience aligns well with Goodfire’s research directions:

My full-stack engineering experience at The Scientific and Technological Research Council of Turkey (working with Java, PostgreSQL, TypeScript, and Next.js) positions me well to contribute to both research implementations and production systems like Ember and other upcoming projects.


Why Goodfire?

Alignment with Current Projects:

Long-term Commitment:

Value Proposition

I offer a combination of research experience in interpretability, practical engineering skills, and a demonstrated interest in Goodfire’s specific research directions. I can contribute across the stack - from core research to production implementations - while growing alongside the team.

Here is my resume. You can reach me at buyruk.kutay@gmail.com

Recent Projects and Writing

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