Brief Biography

I am a project associate in the Department of Computer Science and Automation at IISc., Bangalore.

I completed my Masters degree in Computer Science specializing in Artificial Intelligence from Kannur University.

My current focus lies in the implementation of in-memory computing for transformers, employing advanced 2.5D technology. In addition to the traditional wired links, our project aims to integrate wireless links between chiplets. This innovative approach amplifies the efficiency of transformers and explores the potential of wireless communication in chip-level architectures.

Published article:

Neethu, K., KC Sharin Shahana, Rekha K. James, John Jose, and Sumit K. Mandal. ELEMENT: Energy-efficient Multi-NoP Architecture for IMC-based 2.5 D Accelerator for DNN Training. IEEE Design & Test (2023).

Abhi Jaiswal, KC Sharin Shahana,Sujitha Ravichandra, K. Adarsh, H. Bharath Bhat, Biresh Kumar joardar and Sumit K. Mandal. HALO: Communication-Aware Heterogeneous 2.5-D System for Energy-Efficient LLM Execution at Edge. IEEE JETCAS (2024).