Research Interests
Computational Fluid Dynamics (CFD)
Machine Learning (ML) Applications in Engineering
Aerodynamics
Heat and Mass Transfer
Automobile Engineering
Undergrad Thesis
Numerical Investigation of Drag and Lift by Adding Triangular Riblets in Asymmetrical Airfoil
Conducted a detailed performance analysis of asymmetrical airfoils using Computational Fluid Dynamics (CFD) tools to evaluate aerodynamic efficiency.
Implemented design modifications and geometric enhancements using CAD software.
Utilized MATLAB for data processing and the generation of comparative performance graphs.
Researched the impact of triangular riblets on boundary layer control to optimize lift-to-drag ratios.
Funded Projects
CFD ML Framework for Optimizing Microchannel Geometries with Fins, Nanofluids and Phase Change Materials
Principal Investigator (PI), CASR Project, AUST
Grant: AUST Internal Research Grant (AIRG): AIRG/2025/MPE/08/07 (8th Round).
Duration: November 2025 – Present (2 Years).
Synopsis: This research develops a hybrid framework combining Computational Fluid Dynamics (CFD) with Machine Learning (ML) to optimize the thermal performance of microchannel heat sinks. By integrating fins, nanofluids, and Phase Change Materials (PCMs), the project aims to identify optimal geometric configurations that maximize heat dissipation while minimizing pumping power, providing a data-driven approach to advanced electronic cooling solutions.
Selected Projects
Design of 60 MW On-grid Solar PV Plant in Maheshkhali, Bangladesh
Collaborated in a team of three to conceptualize and design a large-scale solar PV infrastructure using professional software tools.
Performed comprehensive technical optimization, social impact assessments, and aligned project goals with Sustainable Development Goals (SDGs).
Designing a Rickshaw Suspension System
Developed a fully functional mechanical suspension system specifically tailored for local rickshaw designs.
Utilized Computer-Aided Engineering (CAE) to perform static loading estimations, material selection, and spring specification based on yield strength requirements.
Water Surface Garbage Cleaner Boat using Arduino
Integrated principles of fluid mechanics and electronics to build an automated working model for environmental cleanup.
Developed the control logic and propulsion system using Arduino coding and mechatronics systems.