Husnain A.

* I can Design ,train and tune a variety of deep neural networks | Machine learning models | NLP * I have experience in working with ML projects like APP behavior analysis,Time Series forecasting/prediction ,Image captioning , Object detection ,text classification and generation. * I can perform Exploratory Data Analysis using Numpy, Pandas ,sklearn,scipy. My specialties in NLP include working with the NLP game changer model BERT and its descendants (AlBERT, TinyBERT, RoBerta , DistilBERT ) and other models like ELECTRA ,GPT 2 ,ELmo,using transfer learning to perform tasks like extractive summarizsation ,topic modeling , Named Entity recognition ,Sentence categorization ,clustering and ranking , text generation , hierarchiacal clustering ,document ranking and designing chat bots.