About Me

Short Bio

I am currently working as a Postdoc researcher with Prof. James Gross. Prior to joining KTH, I worked as a Postdoc researcher at IMDEA Networks Institute, Spain, in the Edge Networks lab with Prof. Jaya Prakash Champati. I received my Master’s degree in Wireless Communication Engineering and PhD degree in Machine Learning from the Indian Institute of Information Technology (IIIT) Allahabad, India, in 2022. I have worked as a Decision Scientist in FIGHTRIGHT Technologies Private Limited, India for 9 months (March-December 2022). I also worked as a Teaching and Research Fellow (TRF) in IIIT Allahabad, India, during Aug 2021 to June 2022. My primary research interests are in Machine Learning, Edge Intelligence, Computer Vision, Wireless Communication, and Internet of Things (IoT). 

News and Updates

June 2025: We are organizing a summer school on Edge AI at KTH, Sweden, from September 1 to 4. For those interested in learning some of the latest research directions in Edge AI, consider attending this exciting event.

June 2025: Our survey paper on LLM routing and Hierarchical Inference is available on arXiv. 

April 2025: Our work "Intensity Based Event Detection in Sensor Based IoT" has been accepted in IEEE Transactions on Network Science and Engineering. Congrats Dr. Anubhav!

Dec 2024: Our work "Hierarchical Inference at the Edge: A Batch Processing Approach" was presented at ACM SEC 2024. Congrats Afroditi!

Nov 2024: Joined KTH Royal Institute of Technology, Stockholm, Sweden. Excited for this wonderful opportunity.

July 2024:  For extensive energy consumption, processing time, and communication time measurements of tinyML models on Arduino Nano 33 BLE Sense, ESP32, Coral Dev Board Micro, Raspberry Pi, and Jetson Orin Nano, please check our arXiv paper: Exploring the Boundaries of On-Device Inference: When Tiny Falls Short, Go Hierarchical