Graduated in Software Engineering. University of Almería 2017
Currently working here since 11/2023 as MLOps Engineer Working in the MLOps architecture department.
technologies:
- MLflow
- Spark
- Python
- Machine learning
- Azure
- Databricks
- MLOps
- Machine Learning Architecture
- Cloudera
- Kedro
functions:
- Develop, design, and maintain a proprietary MLOps framework.
- Migration from on-premise (Cloudera) to the cloud (Databricks).
- Productize Data Scientists projects.
- Test state-of-the-art machine learning models within the company architecture.
from 09/2022 to 11/2023 as Big Data Engineer
technologies:
- Spark.
- Python
- Scala
- Azure
- Databricks
functions:
- Develop ETL pipelines. Develop data pipelines using Spark, pandas, and Scala.
- Migration to Databricks. Productize an existing project, improving its code quality.
- Define and implement Data Mappings.
- Create CI/CD pipelines with Azure Pipelines.
- API development with FastAPI. Create an API for an ingestion ingestion engine.
- Maintain and develop old systems. Monitor and update data pipelines developed in Azure Data Factory and SQL Server.
from 07/2019 to 08/2022 as Big Data Engineer
- Data ingestion.
- Permissions management.
- Big Data processing with Spark.
- Creation of data pipelines with Spark, Python and Kedro.
- Data analysis and reporting: SQL, Hive, Impala, Jupyter Notebooks.
- Code improvements, scalability, efficiency, maintainability.
- Creation of a programming standard for the department.
- Monitoring the correct use of Git in department.
- Deployment to production environment using Jenkins, Docker and own tools.
- Maintenance of legacy programs.
- Management of small teams with Scrum, Jira
from 10/2018 to 07/2019 as Full Stack Developer
Project: Olympic Games Tokio 2020
Software engineer for the Tokyo 2020 Olympic Games. Making developments that involve both the front and the back.
Technologies used: Java, HTML, CSS, Javascript, Ajax, JQuery, Bootstrap, XML, Json.
from 05/2018 to 10/2018 as BackEnd Developer Software engineer for a mass-media developing mostly in the back with: Java, Springboot, Docker, Git, Jenkins, Junit, Couchbase.
from 11/2017 to 10/2018 as FrontEnd Developer Front-end developer for the financial sector (core banking), using mostly Javascript and Java.
from 03/2017 to 11/2017 as Database Admin Admin of an Oracle database. Development of apps with vba for Access and Excel.
from 03/2016 to 10/2017 as Full Stack Developer and Android Developer Develop a web page with PHP and Drupal. Development of an AndroidTV application using Android with Java, Retrofit and SQL.