Karan Tandon

I am a Research Software Engineer 2 at Microsoft Research India. My primary research interests lie in systems for ML and ML for systems, with a broader focus on systems. I am also open to exploring new areas.

Currently, I am working on Project Reward Copilot, automating interpretable reward function design for RL-driven systems optimizations, with Dr. Nagarajan Natarajan and Dr. Mayukh Das.

Previously, I have worked on research projects including:

Before joining Microsoft Research, I was a Software Engineer at Microsoft India in the Devices team. I completed my B.Tech. in Computer Science and Engineering from IIIT Delhi in 2021, with my thesis on client-independent IP geolocation advised by Prof. Sambuddho Chakravarty and Prof. Mukulika Maity.

Selected Publications

  1. OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy
    Gagan Somashekar*Karan Tandon*, Anush Kini, and 6 more authors
    In 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24), Apr 2024
  2. Reward Copilot for RL-driven Systems Optimization
    Karan Tandon, Manav Mishra, Gagan Somashekar, and 2 more authors
    In NeurIPS 2024 Workshop on Machine Learning for Systems, Dec 2024