I have 16 years of combined experience in the domain of Retail Analytics, Insurance,Banking and Financial Services Though am based in Chennai, at present working in Bengaluru as a Principal Data Scientist in Leading US Retail Chain. My Specialities include Machine learning, Forecasting, Computer Vision, Deep Learning, Optimization, Supply Chain Machine Learning: Feature engineering, Feature Extraction, Information Retrieval, Factorization and Clustering, Support Vector Machine, Random Forests, Gradient Boosted Decision Tree, Logistic Regression, Ridge, Lasso, Elastic Net, Bayesian networks, KNN, Naive Bayes, Reinforcement learning, Market Baeket Analysis, Collaborative Filtering , ANN etc. Deep Learning: CNN, RNN, GAN, Language Model [DNN-LM], Neural Machine Translation [NMT] (Auto encoder/Decoder), Dynamic Memory Networks, RNN, CNN, LSTM, GRU. Deep Learning Tools: Tensorflow, Keras, PyTorch, CuDNN , Caffe,RBM, and Deep BeliefNet NLP/ NLG/ NL-MT: Linguistics, POS Tagging/Lemmatization, Text Summarisation, Information Retrieval, Face & Relationship Extraction, Speech Spectrum Processing, Sentiment Analysis,Question Answering generation, Dialogue Systems, Caption Mining, Topic modelling, Discourse analysis, Named Entity Recognition, Word Sense Disambiguation, Community Detection, Neural Machine Translation (NMT), Text Generation, Sequence 2 sequence generation, QA System, Dialogue system, chat-bot etc.