I am a Data Scientist with a strong background in Neuroscience. I have expertise in Computer Vision, Machine Learning and NLP. Check out some of my public repositories on these topics:
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Computer Vision and Image Processing:
- imutils: An image processing repository to analyze microscopy images that I wrote for my research at the University of Vienna. It is being used and further developed by the researchers in the Zimmer Lab.
- Fiji Macros: A compilation of macros and scripts for the image processing software FIji (ImageJ).
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Natural Language Processing (NLP):
- Sentiment Analysis of Movie Reviews: A project to predict positive vs negative reviews based on the sentiment analysis of the text.
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Machine Learning and Deep Learning:
- NASA Skyrocket failure detection: 👷🏼 Cleaning it up to add it soon.
- MNIST DataSet Prediction: 👷🏼 Cleaning it up to add it soon.
- Barcelona neighborhood analysis: A study on Barcelona's neighborhoods features and the possibility to predict the mean income of that neighborhood based on them.
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Data Engineering and Data Analysis:
- Movie Analysis: An installable package to analyze datasets from the Internet Movie Database (imbd). Final project of Python I of the master in Data Science - UOC.
- NYC Taxi Traffic Analysis: Analysis of the taxi routes in NYC, before during and after the COVID pandemic.
- Bike as a service prediction modelling: A forecasting model on the transport use of a bike as a service platform in Barcelona. Used databricks to log model parameters and streamlit for app deployment and visualization.
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🏆 Programming Languages: Python, R, Java, Bash, Matlab.
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Education and Professional Experience:
- Diploma in Human Biology by the Universitat Pompeu Fabra of Barcelona (2007-2012)
- PhD in Neuroscience at the Free University of Berlin with a Max Planck Fellowship (2012-2018)
- Postdoctoral researcher at the University of Vienna (2017-2023)
- Master in Data Science (2023-2024)
For more information, check my website or find me on LinkedIn.