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.
I am actively seeking PhD opportunities. Please feel free to reach out for collaboration or potential openings.
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:
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Project Network Brain, focusing on geo-distributed training of large language models (LLMs) and output sequence length prediction for LLMs, with Dr. Venkat Padmanabhan, Dr. Debopam Bhattacherjee and Dr. Rohan Gandhi.
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Project OPPerTune, a framework enabling apps in deployment to continuously optimize performance by tuning configuration parameters, with Dr. Nagarajan Natarajan and Dr. Ranjita Bhagwan.
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Project CEISER, focusing on cost-effective inference serving of machine learning (ML) models, with Dr. Jayashree Mohan and Dr. Anand Iyer.
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.