Degree
Master of Science in Data Science
Department
Department of Computer Science
Faculty/ School
School of Mathematics and Computer Science (SMCS)
Date of Submission
Fall 2026
Supervisor
Dr. Asma Sanam Larik, Visiting Faculty, Department of Computer Science
Keywords
Evolutionary Computation, Data Migration, Data Transformation, AI, Data Science
Abstract
To develop a tool that can assist in data transformation stages for machine learning, data migration and ERP implementation projects leveraging state of the art LLMs and evolutionary techniques. We plan to develop a pipeline that can evolve through existing valid data records and cater for discrepancies that may have been caused due to process inconsistencies, data entry errors or null / falsely collected data. We also plan to implement methods for data transformation using LLMs as to extract or fill in data that would require general information.
Document Type
Restricted Access
Submission Type
Research Project
Recommended Citation
bin Jamil, M. (2026). Fast MIG: Lightning-fast data migrations (Unpublished graduate research project). Institute of Business Administration, Pakistan. Retrieved from https://ir.iba.edu.pk/research-projects-msds/65
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