About
Ayesha Mafrah A M is an Assistant Professor (Trainee) in the School of Computer Science and Engineering at RV University, Bangalore. She is currently pursuing her Ph.D. in Computer Science at the University of Mysore, focusing on Natural Language to SQL translation.
Her teaching interests include programming languages, data structures, and artificial intelligence. She enjoys exploring how foundational concepts connect with practical applications in computing.
Her research lies at the intersection of Deep Learning, Natural Language Processing, and Database Systems. She is passionate about making technology more accessible and user-friendly.
As a fresh academic, she is eager to learn, grow, and contribute to the academic community while developing her skills in teaching and research.
Developing sequence-to-sequence deep learning models for Natural Language to SQL translation
Exploring transformer-based architectures for database query generation from natural language
Investigating methods to improve accessibility of relational databases for non-technical users
Working with benchmark datasets like Spider for text-to-SQL tasks
Research Interest
Natural Language Processing, Deep Learning, Machine Learning, Artificial Intelligence
Gold Medal - BCA Program Secured 1st rank in Bachelor of Computer Applications program
Medal - M.Sc. Computer Science Achieved 5th rank in University and 1st rank in College
Ayesha Mafrah A M
Assistant Professor Trainee
Ph.D. (Ongoing) M.Sc. in Computer Science B.C.A.School of Computer Science and Engineering
Academics
Admissions
Faculty
Enquire