Mi Aguila is a transport, logistics, and eCommerce technology company focused on helping traditional businesses in Latin America thrive in a digital world. My main role here consists in develop ETL process through AWS services that can be easy consume by the BI team and customers. Algo I supported the rest of the team improving metrics and taking decisions. Team size: 1 Data Analyst + 1 Data Scientist + 1 Data Engineer + 1 TL.

The aim of this project was to analyze the use of two different services of Amazon Web Service called Comprehend and Sagemaker. The client has its own NLP algorithm based on Apache OpenNLP which accomplished the detection of some custom Named Entity recognization (NER). To improve the performance of NER detection and also move the initial project to a cloud-based solution, the decision was to start working on AWS as a maint cloud solution. Two projects were made using, first AWS Sagemaker and the standard NLP models and second, AWS Comprehend customizing the detection of NERs regarding the client's specifications. Once the model for NERs detection was deployed, AWS Comprehend was configured to be used as a Document Text analyzer, providing the corresponded API Endpoint to use the service. This Comprehend Endpoint was wrapped on a custom API service made with Flask (python). The API

Sin Esperas is a Hospital Management Software that allows customers to handle a big range of Hospitals from small to large scale. The system performs users to consult and share their clinic history between the different care centers. It has one database for clients and the other for hospitals, the frontend and the backend/API. The work was made with agile methodologies using Scrum as support. The frontend is responsive and can be used in web browsers.

Proyects of ML and Data engineer

Credin Transfer Gateway is a module that re-directs petitions of transfers between bank accounts, especially the ones that are not within the same bank when third-party services need to be consumed to get the money transfer done. In other words, it directs transfers between BICA accounts (source and target accounts) and to accounts in other banks (source account in Bica and target account in another bank). The module was built to expose a REST API that supports individual transactions (one to one) and transactions in bulk quantities (a source account and any number of target accounts). The source account is always an internal account and the target could be either internal or external. We also had to design and build a component to allow legacy applications built in VB6 to connect to the REST API.