Escobar
Senior Machine Learning Engineer @Faculty
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WORK HISTORY
Senior Machine Learning Engineer @Faculty
London, GB
EDUCATION
Federal University of Rio Grande do Sul
Master's degree, Chemical Engineering
The University of Tokyo
Doctor of Philosophy (Ph.D.), Machine Learning / Data Science
Federal University of Rio Grande do Sul
Chemical Engineer, Chemical Engineering
SKILLS
ABOUT ESCOBAR
I have been endorsed by the UK government as a \"World Leading Exceptional Talent in the Digital Technology Industry\" for my expertise in Machine Learning and the potential growth I will bring to the UK digital economy. I moved to London in July 2018 and am currently working as a senior machine learning engineer using my ML expertise to create effective business solutions.I am proficient in Python. My background includes a deep understanding of classical machine learning algorithms, ranging from unsupervised data visualisation, clustering and dimensionality reduction (PCA, SOM, GTM, SNE) to supervised classification and regression (SVM, SVR, CPNN, PLS, GP) to name a few. I also have experience working with deep learning frameworks (TensorFlow and PyTorch), high-level APIs (Keras), gradient boosting (XGBoost, CatBoost, LightGBM), and data visualisation tools (Tableau). As a machine learning researcher, I am most enthusiastic when creating solutions that demystify data complexity whilst giving valuable insight. My background includes a Ph.D. degree and a research scientist position at the University of Tokyo in Machine Learning applied to Chemical Engineering.
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