hey, welcome to my web eden. i'm a 20 yo cs + math major at uc berkeley. i spend most of my time working on interpretability research for neural nets, reading deep learning papers and exploring math. apart from this, i've been painting since a long time and have also been learning to play guitar recently. i also love watching movies and reading books.

things i've worked on in the past or am currently working on :

• inference and compound ai systems @ groq
• tinkering with chain of thought faithfulness in reasoning models
• research on interpreting Mixture of Experts (MoEs) for domain specialization. (published at ICLR'25 Workshop on Sparsity in LLMs)
• created a very fast and accurate model for image-to-latex for math equations using CNNs and transformers with my friends during summer'24
• ml developer at a startup working on ocr using vision transformers
• computer vision algorithms for a fully autonomous robot for robomaster league team @ penn state