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IdentityI 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.
