Sid Banerjee

I'm currently a sophomore studying Electrical Engineering & Computer Science and Applied Math. My academic interests are in optimization, signal processing, stochastic modeling & machine learning, and numerical analysis.

Creatively, I'm passionate about engineering the future of artistic expression and experience. This includes generative AI models, virtual instrument, real-time feedback systems, and computer-assisted artwork.

Right now, I'm an undergrad researcher @ Berkeley's CNMAT creating embedding spaces via autoencoders (i.e. unsupervised training), and developing geometric, probabilistic, conceptual, and topological morphisms between semantics and music.

I'll be working at Amazon this summer as a Software Development Intern; I hope to build a career in software engineering and transition into R&D for generative AI and creative ML.

Talk [jazz, art, computer science, math, etc.] with me: sidbanerjee[at]berkeley.edu.