Welcome to my personal website! I’m Balakumaran Murugesan, completed Masters in Aerospace Engineering. I focused on Aircraft Structures in my Masters, especially composite structures. My interests and favorite subjects are Vibrations, Composite Materials, and Structural Health Monitoring. I also have industry experience in deep learning, computer vision, and NLP applications. Right now, I am focused on solving problems related to structures and vibrations using deep learning approaches.
Featured Projects
- Transformer based Structural Health Monitoring: Developed a deep learning pipeline for damage detection in aerospace composite structures using frequency-domain vibration data. This project employs a hybrid CNN-Transformer model to extract critical features from vibration signals, with detailed methodologies, such as time-to-frequency conversion via STFT—documented in my blog posts and available on my GitHub repository: Transformer-based SHM Repo.
Get in Touch
You can connect with me on LinkedIn or explore my GitHub for more of my work.
© 2024 Balakumaran Murugesan