Skills
Programming: | Python (pytorch, keras, tensorflow, scikit-learn, numpy), C++ (STL and ROOT) , R, $\LaTeX$, iOS, Linux, AWS |
Statistics: | Hypothesis testing, frequentist confidence intervals, parameter estimation, Bayesian statistics |
Machine Learning: | Linear regression, CART, SVM, Naive Bayes, kNN, CNNs, RNNs, LSTM, GRU, BERT, VAE, GAN, PCA, SGD, ADAM, ensemble algorithms, LASSO and ridge regularization |
Languages: | German Native Speaker, English Fluent, Spanish B1, French A1 |