I am a computer science professor with a focus on artificial intelligence and machine learning. I am particularly interested in developing new algorithms and techniques for improving the performance and efficiency of these systems. In my research, I often focus on natural language processing, with an emphasis on developing systems that can understand and generate human-like language. I also interested in exploring the ethical and societal implications of artificial intelligence and machine learning, and am committed to ensuring that these technologies are developed and used responsibly. I also have strong interest in computer vision and image processing, with a particular focus on developing systems that can recognize and classify objects and scenes in real-time.
Current Research
Developing more accurate and efficient algorithms for language translation and language understanding
Investigating the use of deep learning techniques for natural language processing tasks such as sentiment analysis, summarization, and question answering
Developing natural language interfaces for virtual assistants and other AI systems
Investigating the use of computer vision for object and scene recognition, image classification, and image generation
Publications
"Deep Learning for Natural Language Processing" - Published in the Journal of Artificial Intelligence Research, March 2018
"Robust Object Recognition using Convolutional Neural Networks" - Published in the International Conference on Computer Vision, May 2019
"Natural Language Generation for Chatbots" - Published in the Association for Natural Language Processing, May 2020
"Computer Vision for Medical Diagnosis" - Published in the International Journal of Computer Vision, July 2021
Projects
Developing a natural language processing tool for automatic summarization of long documents
Developing a computer vision system for real-time object and scene recognition in video streams