Siddharth Sharma

I am an undergrad studying CS and Math at Stanford. 🌲

I'm currently building search and middle-layer applications that bridge large language models with knowledge bases. I also like exploring frontier ML primitives like meta-learning, reinforcement learning, and differential privacy. In the past, I've worked on semantic search, relational embeddings, computer vision for healthcare, and quantum ML. During high school, I was fortunate to work on researching biological neural networks and clinical object detection with Professor Emeritus Bernard Widrow and Dr. Daniel Rubin respectively. I grew up in the San Francisco Bay Area.

If you want to get in touch, email me at sidshr@stanford.edu.


Projects

I've worked on formal research projects focused on adaptive biological learning (Hebbian-LMS), seizure patient tracking for patients, and compressing and pruning GPT-2. Here's a selection of some of my projects:

News

Writings

A collection of interesting things.