About

Experience

Full Stack Data Scientist - IKEA Supply AG

Responsible for all machine learning initiatives in the area of the supply chain within IKEA, from initial explorations to the deployment and integration of trained models into current business processes.

Senior Data Scientist - Ernst & Young (FSO)

As a senior data scientist, I work implementing machine learning algorithms for financial services organizations, focusing on compliance applications, risks estimations, and improving customer experience. I also work developing visualization solutions, providing managers and directors with insights about their running operations.

Senior Data Analyst - Kernel Analytics

I worked at Kernel analytics as Data engineer/analyst in a wide range of sectors such as telco, pharma, retail or press. I’ve been involved in projects of sales forecasting, customer identification and clustering, customer behavior analysis, and anomaly detection, among other endeavors. I have also worked developing end to end web-based dashboards, from data model design to front-end visualizations, allowing users to monitor business evolution, run forecasting simulations, and gain insights on business KPIs.

Some projects:

• Analysis and clustering of customer portfolio for a Spanish retailer.
• Development of web-based monitoring dashboards for the telco industry.
• Data traffic optimization for the telco industry.
• Sales forecasting the for press industry.
• Customer behavior analysis for the pharma industry.

Data Analyst (Freelance) - Science-o-matic

Development of a forecasting model of jellyfish presence in Mediterranean coasts, using Copernicus database and logistic regression.

Junior Engineer - Commissariat d’energie atomique (CEA)

I worked at CEA and Abengoa as an engineer, developing an in-house CFD (Computational Fluid Dynamics) code, and running simulations with the purpose of understanding and characterizing the coalescence mechanism in liquid-liquid environments, and to simulate solid colloids suspended in liquids.

Online education and certifications

• Supply Chain Micromaster (MITx):
  • SC0x Supply Chain Analytics
  • SC1x Supply Chain Fundamentals
  • SC2x Supply Chain Design
  • SC3x Supply Chain Dynamics
• Sequence models, Coursera.
• Convolutional neural networks, Coursera.
• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization, Coursera.
• Structuring Machine Learning Projects, Coursera.
• Big Data Analysis with Scala and Spark, Coursera.
• Machine Learning, Coursera.
• Introduction to Big Data with Apache Spark, edX Berkeley.
• Scalable Machine Learning, edX Berkeley.

Education

• 2012-2013 MScs in Advanced Mechanical Engineering, University of Sevilla, Spain.
• 2010–2011 MScs in Aerospace Engineering, ISAE-SUPAERO, Toulose (France).
• 2007–2012 MScs in Aeronautical Engineering, University of Sevilla, Spain, Ranked 3 rd of promotion.