Trying to figure things out

I am currently a PhD student at University College Dublin in Ireland, specializing in solar power forecasting and estimation using artificial intelligence techniques. I work at the THEIA lab at UCD. My research focuses on efficient and improved solar forecasting using computer vision and efficient ml. I have been working on leveraging infrared imaging and model compression techniques to achieve better performance and real-time photovoltaic forecasting capabilities. Currently, I am also working on image restoration models.

Previously, I served as a Lecturer at RTM Al-Kabir Technical University and worked as a Research Assistant at TnR Lab, North South University. My academic and research journey began with a Bachelor of Science degree in Computer Science and Engineering from North South University, Bangladesh.

In my free time, I love watching movies, series, traveling and taking photos. I like to try out new recipes from time to time as well!

• October 2026 — Our paper Efficient Cloud Segmentation from Nychthemeron and Multi-Regional Ground-based Sky Images has been accepted to The Visual Computer journal.

• October 2026 — Our paper Visual-Conditioned Prompting for All-in-One Remote Sensing Image Restoration has been accepted to the Signal Processing: Image Communication journal.

• October 2026 — Our paper Evaluating the role of input window size and horizon-specific models in multi horizon solar irradiance forecasting is now online.