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.

Knowledge starts with questions, deepens through thinking, and endures through understanding.

• 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