I am Mosarrat Rumman, a machine learning researcher

I have expertise in Machine learning and deep learning specially in the field of Computer Vision and Natural Language Processing. I try to stay updated in these fields by reading research papers and trying to implement them by myself. Currently my interest lies on generative models like Diffusion Probabilistic models, Generative Adversarial Networks(GANs) etc. I am also interested in Natural Languae generation using transformer based models. However having particular interest in biological science, I love to work with medical image analysis.

I have worked for almost 4 years in one of the largest banks in Bangladesh, as a Principal officer in the Application Architect and Development team, where I worked as a senior backend developer and database engineer of the Core Banking System. This job gave me the opportunity to build strong expertise in analyzing the huge database of the Core Banking System and writing complicated SQL queries for various reports and performance analyses. However, while pursuing my Master’s alongside this job, I realized my passion and thrill for research works. I was always full of ideas, but rarely had time to work on them while on this job. I love reading research papers and learning new technologies. Therefore, despite having smooth career growth (2 promotions in 3 years), I left the job to pursue my dream of being a researcher.