Eyal Ginosar
Machine Learning:
- Recommendation model for bank direct marketing - Classification with fully-supervised learning methods (e.g., Random Forest, Neural Network) and dealing with imbalanced data.
Computer Vision:
- Flowers classfication - Binary classification of images using ResNet model.
- Plants disease classifier - Multi-class classification of diseases in plant's leaves with DenseNet model.
NLP:
- Tweeter Authorship classification - Manual feature extraction and word embeddings with deep learning models.
- Part-of-Speech tagger - Implementation of a Hidden Markov model and an LSTM model.