Thesis and Research Projects

Large Number Arithmetic Operations (M.Tech. Thesis)

IIT Gandhinagar, Jan 2024 - Present
Individual Contributor, M.Tech. Thesis Work
Advisor: Prof. Abhishek Bichhawat, Co-advisor: Prof. Yuvraj Patel (The University of Edinburgh)
(Project Link)

Designing and optimizing Large Number Arithmetic Operations including addition, subtraction, multiplication, with a focus on parallel computation.
Leveraging Huge Pages, SIMD, and multi-threading.
Utilizing various performance profilers and debugging tools like perf, VTune, GDB, etc.
Implementing the algorithms in C and assembly language for x86-64 architecture (for now), and comparing the performance with GMP library.
Ongoing work with updates on results to follow.

University of Kalyani, Sep 2022 - Jun 2023
Individual Contributor, M.Sc. Thesis Work
Advisor: Prof. Priya Ranjan Sinha Mahapatra, Co-advisor: Dr. Soumen Atta
(Project Link)

Designed and implemented an algorithm for solving maximal covering location problems using genetic and artificial bee colony algorithms.
Achieved optimal benchmark results with CPLEX in 50% of cases, reducing the average computational time to 85.83 seconds, compared to over 1000 seconds for previous models, with an average gap of just 0.01%.

Panihati Mahavidyalaya, Jan 2021 - Aug 2021
Individual Contributor, B.Sc. Thesis Work
Advisor: Prof. Biswanath Sen
(Project Link)

Designed a multiplier accumulate unit using reversible gates for low power consumption and heat dissipation.

IIT Gandhinagar, Jul 2024 - Present
Collaborator and Mentor
Advisor: Prof. Abhishek Bichhawat, Prof. Sameer Kulkarni

Collaborating with Prof. Abhishek Bichhawat and Prof. Sameer Kulkarni to develop an in-house survey platform aimed at facilitating participant recruitment for surveys, addressing a significant gap in India.
Mentoring a team of students on this project, which aims to feature self-recruitment and recruitment services, ensuring data security, anonymity, and a user-friendly interface with diverse question formats and enhanced data quality checks.

IIT Gandhinagar, Feb 2024 - April 2024
Team Contributor
(Project Link)

Engineered an instant payment system using Parallel and Distributed Systems concepts.
Facilitated seamless and secure interoperability between parties, similar to UPI.
Implemented efficient transaction processing with load balancing, fault tolerance, and concurrency control to ensure high availability and scalability.

IIT Gandhinagar, Jan 2024 - April 2024
Individual Contributor
(Project Link)

Developed a simulation of a tennis game matching server where multiple players send requests for games: singles, doubles, male, female, or mixed.
Utilized OpenMP threads to handle client requests and MPI calls for player communication.
Managed the availability of limited tennis courts (4 courts) to continuously match players’ requests.
Completed as part of the Parallel and Distributed Course at IIT Gandhinagar.