use attached project writeuptomake presentation, include diagram, illustrations whee necessary. let the slide be between 10-15 slides

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This project focuses on the automation of transaction reconciliation, illustrated through a UBA case study and a PGD Computer Science project. It encompasses the design and implementation of a prototype guided by design science principles, which includes importing, validating, standardising, matching, and reporting data. The evaluation phase utilises a test dataset of 520 dummy records generated with Faker and NumPy, establishing known exceptions to determine the ground truth and inform...