I am Karan Bhanot, a Computer Science Ph.D. from Rensselaer Polytechnic Institute (RPI). My Ph.D. Thesis is titled "Synthetic Data Generation and Evaluation for Fairness", completed under the guidance of my advisor, Dr. Kristin P. Bennnett. My research interests include Machine Learning, Deep Learning, Deep Generative Models, Synthetic Data Generation, Trustworthy AI, Fairness in Machine Learning, Ethical AI, Robustness, Generative AI, Natural Language Processing, Large Language Models (LLMs), Health Informatics & Engineering, Medical Data Analysis, Healthcare AI, Predictive Modeling, Generative Adversarial Networks, Transfer Learning, and Data Privacy. In addition to my research experience, I have software development expertise across several Data Science and Full-Stack products.
I have worked with many experts from academia and industry including Dr. Isabelle Guyon (ChaLearn, Google), Dr. John S. Erickson (RPI), Dr. Ioana Baldini (IBM), Dr. Dennis Wei (IBM), Dr. Jiaming Zeng (formerly IBM, now AKASA), Dr. Yooyoung Park (formerly IBM, now Moderna), and Thilanka Munashinghe (RPI).