January 2025 - Present: Research Engineer, Eurecom, France.
Research Area: Age of information analysis in wireless networks using stochastic geometry.
Analyzed the mean peak age of information for a wireless networks distributed in a finite region.
Derived bounds on the moment of the successful transmission probability, and the spatial distribution of the mean peak age of information.
Supervision: Graph embedding methods to estimate network reliability using deep learning approach.
Teaching: Machine Learning for Communication Systems (MALCOM).
July 2023 - December 2024: Post-doctoral Research Fellow, Eurecom, France.
Research Area: Client scheduling methods for distributed machine learning.
Developed communication-efficient algorithms for multi-agent distributed learning improving the performance upto 20%.
Supervision: Network reliability estimation using machine learning approach.
Teaching: Machine Learning for Communication Systems (MALCOM).
July 2018–July 2022: Teaching Assistant, Subir Chowdhury School of Quality and Reliability, Indian Institute of Technology Kharagpur, India.
July 2018–July 2022: Senior Research Fellow, Subir Chowdhury School of Quality and Reliability, Indian Institute of Technology Kharagpur, India.
I worked on machine learning-based approaches as an alternative to simulation runs for accurately predicting the coverage performance of wireless multihop networks in almost no time.
July 2016–July 2018: Junior Research Fellow, Subir Chowdhury School of Quality and Reliability, Indian Institute of Technology Kharagpur, India.
I worked on the analytical modeling of coverage and connectivity metrics of a wireless multihop network, considering boundary effects and shadow fading phenomena in wireless channels.
July 2015–July 2016: Lab Technician, University School of ICT, Gautam Buddha University, Greater Noida, India.
Taught microprocessor 8085 programming and interfacing with Arduino.
Professional Affiliations
IEEE Membership (student) (Member ID: 92187500, Member since 2013).
Peer Reviewer
IETE Journal of Research, 2021.
The Journal of Supercomputing, 2022.
Life Cycle Reliability and Safety Engineering (LRSE), Since 2023.
Cybernetics and Systems, Since 2023.
Applied Computational Intelligence and Soft Computing, Since 2023.
Internet of Things, Since 2023.
IEEE Sensor Journal, Since 2024.
Social Worker (March 2017–July 2019)
GB Member and Head, Teacher Training Team.
Gopali Youth Welfare Society (GYWS), Salua, West Medinipur, West Bengal.
Gopali Youth Welfare Society is a registered voluntary non-governmental organization run by IIT Kharagpur students and some faculty members with the support of local members from Gopali. I was involved in training teachers to teach more effectively to help students understand the topics easily. Further, teachers were also guided to devise new approaches and methods to explain a particular topic to make learning fun.