Kartik Ravisankar
π¨π»βπ» Hi, I am Kartik! I am a graduate student in Applied Mathematics and Scientific Computing (AMSC) at University of Maryland, College Park, advised by Dr.Marine Carpuat.
π¬ My research interests are at the intersection of multilingual NLP and mechanistic interpretability. Through my research, I aim to uncover the inherent mechanisms within black-box LLMs that enable multilingual capabilities, probing how cross-lingual representations shape LLM-s ability to generalize across languages.
π¨βπ» I am also a health economics researcher with over 8 years of experience in developing simulation models to assess the effectiveness of innovative treatments. I pursued the AMSC program at UMD while working full-time to strengthen my theoretical mathematical foundations, laying the groundwork for my current research in mechanistic interpretability.
π½οΈ Previously, I have a MS in Industrial Engineering @Purdue University where I worked on network flow optimization.
π Aside from research and work, I enjoy running, cooking, and talking endlessly about the English Premier League.
You can find more information in my CV.