Experienced data scientist with a proven track record in the management consulting industry. Qualified in Python and R (programming language) with a focus on deep learning and machine learning in various data types including text, images, audio and tabular data. Strong engineer with a Master of Science - MS with focus on statistics and data science from the Ludwig-Maximilians University of Munich.
Skills
- Python
- R
- DL architectures: MLP, CNN, RNN(LSTM, GRU), GAN, Transformers multi input/output models
- DL frameworks: Tensorflow, Keras, PyTorch
- ML algorithms: RandomForest, SVM, LDA, QDA, KNN, Clustering
- Statistical modeling: LM, GLM, PCA, ARIMA, SARIMA, VAR
- Data type: Text, Image, Tabular, Audio, Sensor
- Cloud development on Azure ML Studio
- Basic iOS App development
- Git
- DevOps, Jira
- SQL