Sumit Kumar
Learning with machines.

I am a PhD student in CSE department at IIIT Delhi working under Dr. Rinku Shah. My research centers on challenges and opportunities in networking for AI/ML systems. I am actively working towards simulation infrastructure for AI training and inference workloads for large models.

Previously, I worked under the guidance of Dr. Karan Singh in the Security and Computing Laboratory, Jawaharlal Nehru University, New Delhi where I have worked on the Energy Optimization of Wireless Sensor Nodes for my M.Tech degree. Earlier, I have also completed my M.Sc. in Computer Science from Central University of South Bihar, Gaya. I graduated from Magadh University with a Bachelor's degree in Computer Application.

My prior research experience has been on networking, WSN and applied machine learning.

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Updates

[Sept '25]: Presented a poster on my research work at Research Innovation and Incubation Showcase Events (RIISE)
[Sept '25]: Attended the SIGCOMM 2025 conference in Combira, Portugal and presenetion my first short paper at SIGCOMM NAIC workshop. [Paper] [Arxiv]
[Mar '25]: Presented a poster on my research work at CSE Day'25 IIITD.
[Jan '25]: Attendent the ICDCN Conference held at IIT hyderabad. [Certificate]
[Dec '23]: Volunteer and Participant at the ACM India Winter School on "Full-stack Networking (FSN)". [Presentation]
[Oct '23]: Started my Ph.D. journey under the supervision of Dr. Rinku Shah.
[Mar '23]: Joined as Intern at CNH Industrial in the Data Analytics team. [Certificate]

Personal

I often like to go out visit new places and capture nature, people and moments. Besides, I like indulging in a wide variety of music.


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