Masters in AI having 10+ years of industry experience in Machine Learning, NLP, Deep learning, OCR, Image processing - object detection, classification, text extraction Hands on experience in Sklearn, Keras, Pytorch, Tensorflow, NLTK, PySpark, Spacy and Transformers, Contextual embeddings-BERT,ELMO,ULMFIT, GPT-2 Expertize in entity and relation extraction, writing papers. Proficient in Python, Pandas, Numpy, Scipy,etc RestAPIs, MongoDB Hands on in Elastic Search, Lucene/Solr search frameworks RASA NLU, Virtual assistant and Chatbot development AWS, Azure, GCP experience for model development Cognitive services - Watson, Dialogueflow, etc