Ignacio Medina De Andrés

Experience

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  CDE PRODET - Proyectos Deportivos y de Tiempo Libre

  Sept 2011 - Jun 2019

  Head Soccer Coach

  Soccer trainer at municipal and regional level categories, from pre-benjamin (5/6 years old) to cadet (16/17 years old).

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  Profesor Particular

  Sept 2014 - Jul 2019

  Private Teacher

  Teaching mathematics, physics and chemistry to students from elementary, secondary and high school; preparing these last ones for the EVAU (Spain's University Entrance Exams).

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  Deloitte

  Sept 2019 - Sept 2020

  IT Risk Data Scientist

  IT Data Core Team - Risk Advisory- Several projects regarding prediction (Machine Learning predictive models development and testing), insights analytics, visualisation and reporting about economic data related to Salaries and Sales & Operations Plannings (mainly SQL, R, Microsoft Power BI and Excel).- Data Mappings, in order to allow migrations between different databases- Business Continuity Plans (Risk Assessments, Contingency Plans, Disaster Recovery Plans, etc.) for companies in the energy, telcom and banking sectors. Show less

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  Iberdrola Renewables

  Feb 2021 - Sept 2021

  Data Scientist

  Meteoflow Forecasting Team - Iberdrola RenewablesDevelopment and testing of Supervised (Regression) Machine Learning models for the prediction of 13 wind farms in Oregon and 130 wind farms all over Spain energy production (Python, R, Linear Models, GLM, SVM, Decision Forests, GBM, XGBM, Neural Networks, etc)

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  Iberdrola

  Sept 2021 - Nov 2022

  Data Scientist & Statistician

  Data Digital & Innovation Team - IT SystemsDiverse projects related to Data Science, Machine Learning, MLOps and Statistics (mainly Python, R, SQL and Git), like:- Development, testing and productivisation of a Supervised (Regression) Machine Learning predictive model for the maximum allowable dynamic intensity of aerial power lines in the region of Murcia, with time series forecasts up to three days ahead- Development and testing of a Supervised (Binary Classification) Machine Learning predictive model for the prediction of navigability feasibility for the maintenance of marine platforms at the Wikinger offshore wind farm (Germany)- Development of an Antifraud Unsupervised (Clustering) Machine Learning model for the detection of NTL (Non-Technical Losses) fraud- Improvement of the current photovoltaic forecasts of the Núñez de Balboa solar power plant through the development and testing of a Supervised (Regression) Machine Learning predictive model for the photovoltaic energy produced, additionally including in variables that consider the presence of aerosols- Optimization of a tariff Recommender System for clients, for the Iberdrola Comercial website- Other projects Show less

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  Vodafone

  Nov 2022 - Feb 2025

  Lead Data Scientist

  Advanced Analytics Team - Group Finance

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  Quai Technologies

  Feb 2025 - now

  Chief Technology Officer (CTO)