I am a Ph.D. graduate specializing in machine learning and computer vision with a focus on enhancing human-computer interaction. I have over four years of research experience in this field and am adept at leveraging advanced data-driven methods and analytics to provide valuable insights. My expertise lies in statistical analysis, supervised and unsupervised machine learning (ML), deep learning (DL) algorithms, and signal processing. I have successfully conducted classification and regression analysis on various data modalities.
My research is also focused on self-supervised learning to obtain effective representations of high-dimensional data and combining multiple data modalities to achieve superior performance. I have authored more than 14 publications and my work has been cited over 1000 times. I am committed to applying my knowledge and experience to drive innovation and advance the field of human-computer interaction through machine learning and computer vision technologies.