Umakant Kulkarni

I am a fifth-year Ph.D. student in the Department of Computer Science at Purdue University. I am advised by Prof. Sonia Fahmy at PurNet Lab. Before joining Purdue, I worked as a Software Engineer at Microsoft, with primary focus on software development, architecture designing and building automation infrastructure for Affirmed Networks’ Cloud Native 5G Mobile Core solution. Prior to that, I completed my master’s in Computer Systems Networking & Telecommunications from Northeastern University, Boston, MA USA.

I am on the industry job market this year.

Research

My research focuses on 5G core networks, Wi-Fi networks, and cloud-computing, leveraging learning-based techniques to optimize their performance. Currently, I am working on reinforcement learning (RL) and large language models (LLMs) to enhance 5G cellular network efficiency amd management.


Research Interests

• Cellular Networks • Cloud Computing • Network Security
• Wi-Fi Networks • Reinforcement Learning • QoE • LLMs