.Mark Shapiro

Data scientist with over 15 years of experience in machine learning, mathematical modeling, and experimental Neuroscience research, currently engaged in a transformational initiative to create AI enabled healthcare. Prior to moving to the industry, I built mathematical models of neural control of human movement and conducted experimental research in healthy individuals and people with Parkinson's disease and other movement disorders. DATA SCIENCE / MACHINE LEARNING - R, TensorFlow/Keras, Python/scikit-learn/matplotlib, Matlab, SQL, Hadoop/Spark ecosystem. - Deep Learning: Convolutional nets, Recurrent/LSTM nets. - NLP: Word2Vec, GloVe, TextRank, LDA, Beam Search, Deep learning RNN implementation. - Supervised and unsupervised models: regression, classification, clustering. - Times series analysis including ARMA/ARIMA/ARIMAX/ARCH/GARCH models. - Digital signal processing, system identification, automatic control theory.