Position: Data Scientist
Category: Data Science
English level: upper
Years of experience: 0

I have made a Tetris game using hand gestures as a controller. For doing this I needed following:
 Collected a dataset(+-200 pictures) from a webcam.
 Labelled data using LabelImg.
 Used the Darknet framework to work with YOLO v3/v4.
 Trained model, using Google Colab`s GPUs.
 Interpreted YOLO predictions as I needed by using Intersection over Union and Non-Max Suppression.
 Implemented model`s predictions as a game controller.
I have experience implementing machine learning algorithms such as: Linear/Logistic Regression, SVM, clustering, PCA, NN.

I consider myself to be experienced in PyTorch, Autograd. I followed the whole official walkthrough, trained a lot of CNN, R-CNN, Autoencoder models. I fully understand the ResNet, U-NET, YOLO, SSD models architectures.
I would like to work as a Data Scientist, ML/DL Engineer and grow up as a specialist.