Hi there! I'm Aman, a PhD student in Computation and Neural Systems at Caltech in Matt Thomson's lab. I'm interested in understanding (math) and building (engineering) intelligence.

How can simple components come together to create an intelligent whole?

I am pursuing these questions via deep learning (LLMs, differentiable programs) and information theory. In the past I worked on theoretical neuroscience, computational biology, chemical computation, and signal processing (see Publications).