hey, i'm marmik. i'm a 19 yo cs + math major at penn state university. i spend most of my time understanding deep learning, working on neural nets, building cool things with them for fun and exploring math. apart from this i love watching movies and have also been painting since a long time and still enjoy doing it in free time.

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

• tinkering with chain of thought in reasoning models
• research on interpreting Mixture of Experts (MoEs) for domain specialization. (paper published at ICLR'25 Workshop on Sparsity in LLMs)
• created a very fast and efficient model for image2latex for math equations using CNNs and transformers with my friends during summer
• 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