A custom Python-based incompressible flow solver to simulate a 2D battery pack governed by Navier-Stokes equations

CFD Analysis of a Thermal Battery Management System

Numerical Methods

CFD

Fluid Dynamics

Li-ion Batteries

Python

Heat Transfer

Immersion Cooling

Designed and optimized 3D bimetallic lattice structures using FEA, achieving a 2.5% reduction in thermal expansion compared to single metal structures while retaining 90% mechanical strength at 300°C.

FEniCS

Python

GMSH

Preload

C++

Heat and Mass Transfer

FEA Tool for Fastener Selection, Scripted in Python

build123d

RBE2 Connection

OpenGL

YOLOv8

ParaView

Automated FOS Calculation

Improved the cooling performance of a fin and tube heat exchanger by using evaporative cooling and validating the results through both numerical simulations and physical experiments

Numerical and Experimental Investigations on an Evaporative Heat Exchanger

NTU Method

Design and Fabrication

Thermal Analysis of 3D bimetallic lattice structures

Game Development

Engineering Computation

Computer Vision

Object-Oriented Programming

Object Detection of High Resolution Satellite Images

Machine Learning

Dataset Handling and Preprocessing

Leveraging open-source solvers for parametric modeling, meshing, and FE analysis, and integrating it with an LLM agent via a Python wrapper

A 2D top-down action game using C++ and OpenGL, featuring physics-based mechanics, interactive menus, and synchronized audio for an immersive user experience.

Employed modal analysis to detect structural cracks by quantifying frequency shifts and mode shape deviations in damaged models

Detection of Cracks using Vibrational Frequencies

FEA

HVAC

An automated object detection system to extract and classify objects from high-resolution satellite images by processing oriented bounding box annotations, applying image splitting and normalization techniques

FEA

SolidWorks

Abaqus