Hey, I'm Mriganko Shekhar Dutta

I'm a 1^st year MS by Research student at IIT Bombay in the department of Computer Science and Engineering. I have been fascinated by Computer Systems maybe since kindergarten when I learned to put my hands on one of those mice with a ball instead of a laser sensor.

About Me

I'm from Kolkata, currently living in Powai,Mumbai. I did my schooling from South Point High School,Kolkata and my Bachelor in Technology from Techno India University, Kolkata. I'm pursuing my masters degree from IIT Bombay in the department of Computer Science and Engineering. I'm part of the Computer Architecture for Security and Performance Research (CASPER) group and working as a part-time research assistant. I'm working with my advisor Prof. Biswa Panda to research on the latest innovations in the field of Computer Architecture.

My hobbies are,

Photography

Cooking

Driving/Riding

~~Gaming~~(Depricated)

Education

2024 - Present

MS by Research in Computer Science and Engineering, IIT Bombay

2020 - 2024

Bachelor of Technology in Computer Science and Engineering, Techno India University

2018 - 2020

Higher Secondary, CBSE, South Point High School

2014 - 2018

Secondary School, CBSE, South Point High School

Experience

Research Assistant, CASPER group, Trust Labs, IIT Bombay (August 2024 - Present)

Subject Matter Expert, Chegg India (May 2022 - October 2022)

Projects

Microarchitecture Conscious Matrix Multiplication

A project focused on opttmizing matrix multplication code for better performance by leveraging the microarchitectural components like caches, and prefetchers in our CPU without asymptotically changing the algorithm. In our experiment, we obtained a geomean speedup of 91.5% over baseline code.

Implementaion of different prefetchers in ChampSim CPU Simulator

In this project, we implemented different stride prefetchers for TLB as well as the data cache of our CPU in the ChampSim simulator. For TLB we implemented the Arbitrary Stride Prefetcher while for data cache we implemented IP Stride and Complex Stride Prefetchers.

Distributed Key-Value Store

A consistent and scalable distributed key-value store server. Each node comprises a thread pool that handles the requests parallelly. A caching mechanism is also implemented to opƟmise performance ensuring data coherence. A user can connect to any of the nodes using an IP address and port number and perform CRUD operations.

Sentiment Analysis of Product Reviews

An end-to-end project that accepts an Amazon product link and generates a score based on the product reviews.

Legal Lens

An AI-powered solution that can simplify legal documentation for individuals and small businesses in India, by automatically drafting legal documents in plain language and using easy-to-understand terms.