Songül T.

I'm an electrical engineer with PhD degree. I am specialized in but not limited to: - Matlab, Python, Numpy, Pandas, Scikit-learn, TensorFlow, Keras, Data science - Digital signal processing - Biomedical signal (EEG, ECG, EMG, etc) processing - Pre-processing signals for machine learning algorithm - Features extraction for machine learning algorithm - Classification with k nearest neighbor (kNN) - Classification, regression, modeling and prediction with Artificial neural network (ANN) - Classification, regression, modeling and prediction with Support vector machines (SVM) - Image/signal transformation and representation for deep learn. ing algorithms - Image to label classification with CNN - Image to image regression with CNN - Object detection with R-CNN, fast R-CNN, faster R-CNN and YOLO - Image denoising with DnCNN - Image generation with GAN and VAE and etc. - Time series prediction with LSTM - Sequence to label classification with LSTM - Sequence to sequence classification with LSTM