Research interests

I'm interested in the space where intelligent systems (more precisely, high-dimensional statistical pattern recognition systems such as LLMs) meet practical, human problems. Generally, I work with modalities other than text such as images, audio, and video. I think LLM interfacing is not a solved problem, and one that requires a lot of careful thought and research. Currently, my research is on the interactions between LLMs and humans, and how to improve these interactions on both the functional and the visual aspects.

1. Internal mechanisms of Large Language Models

   Extracting insights from probing these models and developing methods to use them for solving real-world problems

2. Human-centered interaction

   Reducing behavioral and cognitive biases between LLMs and users

3. Agent Design

   Designing agents for interactions with human