Mathematician, AI & ML enthusiastic. In my professional career I had the opportunity to participate in projects with international companies across various sectors, including sports, finance and marketing. Throughout these projects, I have held diverse roles in the data processing workflow, from BI reporting, Data Warehousing and Data Engineering to my current position as a Machine Learning Engineer, the role I have been aspiring to achieve.
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Machine Learning EngineerBankinterMadrid, Es
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Machine Learning EngineerBeedigital Jul 2022 - PresentMadrid, Comunidad De Madrid, EspañaTechnical skills:- Feature engineering (Pandas, NumPy, Scikit-learn)- Model analysis (SHAP, Matplotlib, Seaborn)- Model implementations and deployments (SageMaker Pipelines, Docker, AWS Lambda)- Model monitoring (AWS Cloudwatch, SKLearn)- Model training (AWS SageMaker, Tensorflow, PyTorch)- Data preprocessing orchestration (AWS Glue, AWS Lambda, AWS S3)- IaaC (Terraform)- Git repositories (AWS CodeCommit)Main use cases:- Mail classification (NLP & Text classification algorithms)- Customer churn (XGBoost, Clustering, Linear regression)- Dynamic sorting a Contact List using Genesys Cloud API within Genesys Dialer- Custom speech-to-text algorithm based on HuggingFace public models -
Big Data EngineerMinsait Feb 2021 - Jul 2022Madrid, Comunidad De Madrid, EspañaRevisión y propuestas de mejora en código PySpark para DS.Ingestas de procesos en plataforma Big Data. Productivización de código. Sandbox, Jupyter, Jenkins, GIT, BitBucket, CI/CD, Control-M.Trabajo en equipo (Agile SCRUM) -
Consultor Big DataM2C Consulting Sep 2018 - Feb 2021MadridDesarrollo y mantenimiento de procesos Big Data en la plataforma Stratio (basada en Spark) y junto con el uso de otras herramientas como Ansible, Control-M, PySpark, Scala y R.Trabajo en equipo (KANBAN-Agile) -
Data ScientistCedesa Feb 2018 - May 2018Badajoz, EspañaDesarrollo e implementación de algoritmos de Optimización Lineal en R a un caso de uso en una empresa del sector alimentario -
Analista De DatosAemet - Agencia Estatal De Meteorología Sep 2016 - Jan 2017Badajoz, España
Sergio B. Education Details
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Grado En Matematicas -
Conservatorio Oficial De Música De AlmendralejoPiano
Frequently Asked Questions about Sergio B.
What company does Sergio B. work for?
Sergio B. works for Bankinter
What is Sergio B.'s role at the current company?
Sergio B.'s current role is Machine Learning Engineer.
What schools did Sergio B. attend?
Sergio B. attended Universidad De Extremadura, Conservatorio Oficial De Música De Almendralejo.
Who are Sergio B.'s colleagues?
Sergio B.'s colleagues are Jose M Cantos Pons, María José Díaz Martín, Laura Burrueco, Kajsa Fridberg, Margarida Mendes, Tiago Vieira, Eva María Solís.
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