SPECIALITIES
Deep Learning:
Deep Neural Network [DNN], DNN-LM, Neural Machine Translation [NMT] (Auto encoder/Decoder), RNN, LSTM, GRU, CNN, DBN, CDBN, DMN.
NLP/ NLG/ NL-MT:
Linguistics, POS Tagging/Lemmatization, Topic Mining, Word disambiguation , Information Retrieval, Community Detection, Statistical Machine Translation (SMT), Neural Machine Translation (NMT) , Text Generation, Sequence 2 sequence generation, QA System, Dialogue system, chatbot etc.
Machine Learning:
Feature engineering, Feature Extraction, Information Retrieval, Factorization and Clustering, Support Vector Machine , Random Forests, Logistic Regression, Ridge , Lasso, Elastic Net, Bayesian networks, Reinforcement learning, ANN etc.