Prototipo para el reconocimiento de firmas manuscritas en documentos digitales aplicable a Eprocess Company S.A.S

Abstract

This project develops a prototype for the recognition of handwritten signatures in digital documents, applicable to Eprocess Company S.A.S., with the purpose of reducing dependence on manual verification. The identified problem is related to the high volume of documents to be validated, the frequent errors derived from manual processes, and the excessive use of resources required to perform this task. A comparative study of three technologies with potential application in signature recognition was carried out, analyzing technical, economic, and integration aspects. Based on this evaluation, the most appropriate option was selected, and the final prototype was built upon it. The deliverable corresponds to a web service designed to detect and validate handwritten signatures in digital documents. The solution is supported by a distributed cloud infrastructure that ensures balanced load distribution, as well as a security scheme based on JSON Web Tokens (JWT) to guarantee the confidentiality and authenticity of the processed information. In conclusion, this project provides an innovative response to automate the validation of handwritten signatures in digital documents, thus reducing reliance on manual methods and contributing to improved efficiency and digital transformation within Eprocess Company S.A.S.