About Me

Education

Bachelor in Economics - University of A Coruña

• Thesis: “La transmisión de la política monetaria única en los países periféricos de la zona euro”

Master in Data Science - EFBS Business School

• Final Project: “Clusterización y Métricas Avanzadas para Segmentación de Futbolistas y Modelos de Juego”

Further Training

• Applied Data Science in Python - University of Michigan
• Applied Machine Learning in Python - University of Michigan Repo
• Mathematical Modelling in Football - Soccermatics Repo
• Data Analysis applied to Football - AFEC Football Academy Repo
• Machine Learning in Python - IBM
• SQL and Databases - IBM
• Webscraping and Data Extraction - Udemy
• PowerBI Full Training - Udemy
• Financial Politics - International Monetary Fund
• Econometrics - Erasmus University of Rotterdam

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Detailed Skills

Data Science

Programming languages

• Python (advanced)
• SQL (proficient)
• Bash (moderate)
• Dax (moderate)
• RPA HelpSystems Automate (advanced)

Python Libraries

• Numpy
• Pandas
• sklearn
• statsmodels
• MySQLdb
• fuzzywuzzy
• matplotlib
• Scipy
• Seaborn
• BeautifulSoup
• Selenium
• Requests
• Opencv

IDEs

• Spyder
• Jupyter Notebook
• Azure Data Studio
• Terminal

Version Control Systems

• Git / GitHub

Databases

• MongoDB
• MySQL
• SQLServer
• SQLite
• IBM DB2

Specific Data Resources

• Sharepoint REST API
• Tweepy
• Statsbomb Data API
• Wyscout
• Instat
• Metrica
• Free football data souces (FBRef, Understat, Transfermarkt, Capology)

Cloud Computing Systems

• Google Colab
• Google Cloud
• IBM Watson
• Prefect
• Aws Lambda
• Salesforce Heroku

Data Visualization Tools

• Power BI
• Tableau
• Streamlit Web Apps

Data Analysis

• Statistical Analysis (regression, general linear models, mixed models, principal component analysis, bootstrapping, Bayesian inference)
• Machine learning (classification, clustering, regression, simulation, time series forecasting, computer vision, neural networks)
• Natural language processing, text mining and sentiment analysis (n-grams, vocabulary-based vectorisation)
• Recommender Systems
• Monte Carlo Simulation
• Model Selection & Evaluation Algorithms

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