Experience

Abacus.AI

• United States
• Software Development
• 1 - 100 Employee

• Lead Data Scientist

  • Oct 2022 - Present

  • Helping companies on their way to success through the use of Abacus.ai, one of the leading platforms in the market for the development of AI-based projects. • Working on numerous projects across multiple use cases and industries, from the design phase to production and monitoring. Delivering value and improving customer's KPIs andmetrics. • Helping companies on their way to success through the use of Abacus.ai, one of the leading platforms in the market for the development of AI-based projects. • Working on numerous projects across multiple use cases and industries, from the design phase to production and monitoring. Delivering value and improving customer's KPIs andmetrics.



HP

• United States
• IT Services and IT Consulting
• 700 & Above Employee

• Data Scientist Global Ambassador

  • Oct 2021 - Present

  Z by HP Global Data Scientist Ambassador Z by HP Global Data Scientist Ambassador



CoverWallet, an Aon company

• United States
• Insurance
• 300 - 400 Employee

• Senior Data Scientist

  • Mar 2021 - Oct 2022

  Model development from inception to production. Working with cloud providers and developing MLOps solutions with REST APIs. Also working in advanced analytics with business team to drive company decisions. Colaborating hand in hand with stakeholders to create and promote new products and add value to existing ones. Model development from inception to production. Working with cloud providers and developing MLOps solutions with REST APIs. Also working in advanced analytics with business team to drive company decisions. Colaborating hand in hand with stakeholders to create and promote new products and add value to existing ones.



Orange

• France
• Telecommunications
• 700 & Above Employee

• Data Scientist

  • Apr 2020 - Mar 2021

  Predictive algorithm modeling in Python to increase the value of the company's portfolio. Model development from conception, POC and business presentation to start production in the corporate environment. Mainly developed in Jupyter Notebook on AWS clusters using H2O with Sparkling Water to connect to Spark Cluster (EMR). Exploratory analysis, inceptions with business team, feature selection and selection AutoML ad-hoc algorithm for each problem, hyperparameter engineering (grid search),… Show more Predictive algorithm modeling in Python to increase the value of the company's portfolio. Model development from conception, POC and business presentation to start production in the corporate environment. Mainly developed in Jupyter Notebook on AWS clusters using H2O with Sparkling Water to connect to Spark Cluster (EMR). Exploratory analysis, inceptions with business team, feature selection and selection AutoML ad-hoc algorithm for each problem, hyperparameter engineering (grid search), training and explicability models. Show less Predictive algorithm modeling in Python to increase the value of the company's portfolio. Model development from conception, POC and business presentation to start production in the corporate environment. Mainly developed in Jupyter Notebook on AWS clusters using H2O with Sparkling Water to connect to Spark Cluster (EMR). Exploratory analysis, inceptions with business team, feature selection and selection AutoML ad-hoc algorithm for each problem, hyperparameter engineering (grid search),… Show more Predictive algorithm modeling in Python to increase the value of the company's portfolio. Model development from conception, POC and business presentation to start production in the corporate environment. Mainly developed in Jupyter Notebook on AWS clusters using H2O with Sparkling Water to connect to Spark Cluster (EMR). Exploratory analysis, inceptions with business team, feature selection and selection AutoML ad-hoc algorithm for each problem, hyperparameter engineering (grid search), training and explicability models. Show less



INECO

• Spain
• Civil Engineering
• 700 & Above Employee

• Data Science and Big Data Architect

  • Jul 2019 - Apr 2020

  Big Data services development for data management (ETL) from Eurocontrol (flight trace, flights routes, etc). Further analysis with Python and Spark on cluster EMR (Hadoop) to obtain data and statistics from them. 5G pioneer based on drone’s management and video analysis in real time in order to automate and remotely run analysis tasks on the railways area. Python project, Tensorflow, Keras and numerous services and programs for the development of the platform. Both projects were built… Show more Big Data services development for data management (ETL) from Eurocontrol (flight trace, flights routes, etc). Further analysis with Python and Spark on cluster EMR (Hadoop) to obtain data and statistics from them. 5G pioneer based on drone’s management and video analysis in real time in order to automate and remotely run analysis tasks on the railways area. Python project, Tensorflow, Keras and numerous services and programs for the development of the platform. Both projects were built on the top of AWS infrastructure. Show less Big Data services development for data management (ETL) from Eurocontrol (flight trace, flights routes, etc). Further analysis with Python and Spark on cluster EMR (Hadoop) to obtain data and statistics from them. 5G pioneer based on drone’s management and video analysis in real time in order to automate and remotely run analysis tasks on the railways area. Python project, Tensorflow, Keras and numerous services and programs for the development of the platform. Both projects were built… Show more Big Data services development for data management (ETL) from Eurocontrol (flight trace, flights routes, etc). Further analysis with Python and Spark on cluster EMR (Hadoop) to obtain data and statistics from them. 5G pioneer based on drone’s management and video analysis in real time in order to automate and remotely run analysis tasks on the railways area. Python project, Tensorflow, Keras and numerous services and programs for the development of the platform. Both projects were built on the top of AWS infrastructure. Show less



WorkRiders Group

• Spain
• IT Services and IT Consulting

• CTO & Co-founder

  • Feb 2018 - Aug 2019

  Technology company that provides AI-based solutions for companies with outsourcing and remote staffing needs - powering freelance and remote teams to accomplish complex projects. We believe that the solution involves moving to a data-centric and schedule independent approach supported by technology. We are on a mission to help independent professionals and organizations do great things together. We use AI, the power of data and transparent interfaces to create a pool of… Show more Technology company that provides AI-based solutions for companies with outsourcing and remote staffing needs - powering freelance and remote teams to accomplish complex projects. We believe that the solution involves moving to a data-centric and schedule independent approach supported by technology. We are on a mission to help independent professionals and organizations do great things together. We use AI, the power of data and transparent interfaces to create a pool of solutions to allow companies harness the power of collective intelligence to become smarter and more innovative. Show less Technology company that provides AI-based solutions for companies with outsourcing and remote staffing needs - powering freelance and remote teams to accomplish complex projects. We believe that the solution involves moving to a data-centric and schedule independent approach supported by technology. We are on a mission to help independent professionals and organizations do great things together. We use AI, the power of data and transparent interfaces to create a pool of… Show more Technology company that provides AI-based solutions for companies with outsourcing and remote staffing needs - powering freelance and remote teams to accomplish complex projects. We believe that the solution involves moving to a data-centric and schedule independent approach supported by technology. We are on a mission to help independent professionals and organizations do great things together. We use AI, the power of data and transparent interfaces to create a pool of solutions to allow companies harness the power of collective intelligence to become smarter and more innovative. Show less



Universidad Politécnica de Madrid

• Spain
• Higher Education
• 700 & Above Employee

• AI Research Scientist

  • Oct 2018 - Jul 2019

  Proposal and development of a methodology for profit optimization (RM) of a hotel. Methodology based on multi-objective optimization (metaheuristics) and the application of a statistical model based on Game Theory called Adverse Risk Analysis. In addition, regression models have been used. Project developed in Python - Jupyter. Proposal and development of a methodology for profit optimization (RM) of a hotel. Methodology based on multi-objective optimization (metaheuristics) and the application of a statistical model based on Game Theory called Adverse Risk Analysis. In addition, regression models have been used. Project developed in Python - Jupyter.



NTT DATA Europe & Latam

• Spain
• IT Services and IT Consulting
• 700 & Above Employee

• Data Scientist

  • Mar 2018 - Oct 2018

  Deployment of a Big Data environment with Apache Ambari to manage data from various cloud modules. Use of Spark for data management and aggregation, and Kafka for messaging. Computer vision module for the recognition of people and emotions, tracking system and monitoring of a person's data by means of intelligent wereables. I also participated in a blockchain project (Solidity and JS), the cloud architecture of the innovation area (Azure) and a natural language processing project for document… Show more Deployment of a Big Data environment with Apache Ambari to manage data from various cloud modules. Use of Spark for data management and aggregation, and Kafka for messaging. Computer vision module for the recognition of people and emotions, tracking system and monitoring of a person's data by means of intelligent wereables. I also participated in a blockchain project (Solidity and JS), the cloud architecture of the innovation area (Azure) and a natural language processing project for document classification. Everything was developed with Python - Jupyter.

• Intern at Innovation

  • Jun 2017 - Feb 2018

  ETL process of an external database through a large batch with tables of more than 3M entries for transformation to NoSQL (MongoDB). Subsequent analysis and processing as well as the development of a web platform. Use of Azure infrastructure, queue management services (Redis and RabbitMQ) for managing requests and internal system processes. The whole project was developed in Python (data processing and visualization). PyCharm and Emacs development environment.



Universidad Complutense de Madrid

• Spain
• Higher Education
• 700 & Above Employee

• AI Research Scientist

  • Jul 2017 - Jul 2018

  Collaborator in SELFNET (H2020-ICT-2014-2/671672) project, related to security in 5G technology, funded by the European Commission within the Horizon 2020 research and innovation program. Collaboration carried out as a member of the GASS research group of the Universidad Complutense de Madrid. Collaborator in SELFNET (H2020-ICT-2014-2/671672) project, related to security in 5G technology, funded by the European Commission within the Horizon 2020 research and innovation program. Collaboration carried out as a member of the GASS research group of the Universidad Complutense de Madrid.