Dr. Sunil Kumar Vuppala
Talk 1: Computer Vision Overview and Real World Applications
Abstract: The talk covers overview of computer vision, role of deep learning in computer vision, Generative Adversarial Networks, recent developments such as edge AI and explainable AI and applications across the industries.
Talk 2: Trusted AI
Abstract: Need for trusted AI, legal, ethical and robustness of AI, various methods of explainability, metrics to measure; Real world applications and research areas to focus
Talk 3: The title of the talk: AI-powered data-driven decision making
Abstract of the talk: The talk covers how business decisions are made - strategic, tactical and operational. Then the talk discusses the role of technology in decision making to build rule based and data driven models. What is the role of AI and how is it related to data driven decision making? What competencies are required to build data driven models? The speaker covers a wide variety of AI use cases covering various types of data - numerical, text and image. The talk also discusses open research problems in this area.
Qualifications: Ph.D. IIIT Bangalore 2018
Affiliation: Ericsson R&D Bangalore
Position: Director - Data Science
Email: [email protected]