artifacts

research, engineering, and things along the way 👋

about
home
investigating large language model reasoning via amplification and suppression
deconstructing theory of mind in large language models
towards better mental health detection
deep learning can solve non-trivial problems in nlp
visualizations & machine learning
things I wish I knew about distributed systems
millennial noir

Hi, I’m Christian

I’m an AI engineer focused on building agents, LLM pipelines, and evaluations. I’m also an alignment researcher working on strategic deception and dynamic subspace regulation in LLMs. I’m interested in how internal transformer components actively amplify, suppress, reroute, and hide directions to balance competing behavioral objectives, and how these mechanisms emerge during training.

Previously, I was a data scientist in applied NLP and machine learning, spanning projects from one-off analyses and applied research to production AI systems.

Outside of my work, I’m probably traveling, making music or occasionally tossing around yo-yos.