I am Senior Chief Engineer at Samsung Research, Bengaluru, India. I love to train large language and multimodal models with a focus on Generative AI with an applications in Reasoning Systems, Virtual Assistants and recently agentic based systems. I am fascinated by the potential of these models to understand and reason. I am deeply interested in making these advanced models more accessible by optimizing them to run on edge devices through techniques like distillation and pruning. With an industry experience of 6+ years, I am driven to push the boundaries of cutting-edge AI and deep learning technologies.

I pursued my PhD at INRIA, IRISA research center at Rennes, France. My thesis is entiled as Data Centric Workflows for Crowdsourcing Applications, co-advised by Dr. Loic Helouet and Dr. Zoltan Mikols. I was a member of DRUID and SUMO team. My PhD research focus was on developing algorithms for crowdsourcing applications, to propose formal model for complex workflows for crowdsourcing and developing human-in-loop algorithms by applying probabilistic based techniques and latent variable models.