My name's Siddharth. I am an undergrad studying CS and Math at Stanford. 🌲
My interests lie in solving problems in data, security, privacy, and ML at scale.
Some things I'm currently tinkering with: Foundation Models, Differential Privacy.
Classes I've taken: Large Language Models, Operating Systems, Computer Vision with Deep Learning, Natural Language Processing, Complexity Theory, Matrix Theory, etc.
Some problems I care about: making ML simple, harnessing the power of LLMs, improving education, & maximizing value from data.
Areas of Interest: Machine Learning, Foundation Models, Transformers, Meta-learning, NLP & Search, Identity, Diffusion
Things I've worked on: Modeling Tennis via Markov Chains, GPT or Not: Probabilistic Approach to identifying if text was generated by GPT-3, Polymath: knowledge-enhancing search engine, SmartShot: Tennis Footage Restoration via Deep Learning, Epilepsy Patient Tracking, Simulating Biological Learning, and Understanding Quantum Classifiers. To learn more, check out the projects page.
Some other things I care about include tennis, aviation, and policy.
Some DALLE-2 Generated Images I made: (can you guess the prompts for each?)