(Vishwakarma Institute of Technology, India)
Palomi Sandeep Gawli is an Assistant Professor in the Department of Artificial Intelligence and Data Science at Vishwakarma Institute of Technology, Pune. Her research interests include artificial intelligence, machine learning, data analytics, and educational applications of AI. She actively participates in research and innovation activities aimed at developing intelligent systems. Her work focuses on leveraging AI technologies for academic and societal advancement.
Zakiuddin Mohammed, Palomi Sandeep Gawli. In: AI, ML, and IoT-Enabled Smart Education Systems: Data-Driven Frameworks for Enhancing Student Learning, Wellbeing, and Academic Innovation in Higher Education — ISBN: 978-81-69011-10-5. Pages: 429 - 459
This chapter thoroughly examines an AI-driven auto-grading system designed for the effective and transparent assessment of student learning results. It stresses the use of artificial intelligence, machine learning, and data-driven methods to change how schools work today. The chapter also talks about how real-time analytics, adaptive systems, and predictive modelling can be used in real life to make teaching more successful and keep students interested. To make sure that the implementation is responsible, we carefully look at problems like data quality, scalability, privacy issues, and ethical concerns. There is also talk about how new technology may affect education systems that are equipped for the future. In general, this chapter shows how intelligent systems can fill in the holes in traditional education by providing scalable and creative solutions that boost performance, inclusivity, and long-term academic achievement in a variety of learning settings.
