Hello there 👋🏻 I am CS graduate research student at Concordia University, Montreal advised by Dr. Sudhir Mudur and Dr. Tiberiu Popa.
Currently, I am finalizing thesis, aiming to graduate by the end of March 2024.
Throughout my academic journey, I have been honing my skills in machine learning, deep learning and generative AI. Additionally, I have two years of industry experience in software development.
The developed pipeline has been tested and evaluated on the collected data, playing a crucial role in the conservation and digital twinning of heritage structures, aiming to contribute towards fostering a sustainable digital future.
Achieved a peak accuracy of 94.78% using Support Vector Machine (SVM) algorithm.
Applied transfer learning by finetuning different models achieving 3.45% accuracy improvement over benchmarking using AlexNet.
Eliminated bias and improved model performance using k-fold cross-validation.