Looking for active project end to end deployed using BERT

I have worked with a lot of Transformer based architectures ( BERT, ROBERTA, XLM, XLNET, T5, FLAUBERT, ALBERT and many more) over the past 18 months. Most of this has been possible using the Python based Huggingface Transformers open-source framework and it's derivatives. I have worked on downstream tasks like classification, named entity recognition, ranking, language generation , question answering etc using these Transformer based architectures. As far as model deployment is concerned, any of the solutions like FastAPI, Django , Flask, AWS Sagemaker should do the job perfectly . Thus for these reasons I think that I am the best man for your job.

A team of 12 Data Scientists, working together with industry professionals to solve professional problems and provide successful results. We are currently working full time under the situation of COVID-19. We have worked on projects involving Natural Language Processing and Text Analytics, and text summarisation, Image Recognition, MySQL based Machine Learning, Emotion Recognition, Unstructured Data Analytics, Chat Bot development, Customer Analytics using machine learning algorithms, ensemble learning methods and hypterparameter tuning as well as visualization.

i am suitable for this project : 1. Strong work experience on transformer based models like BERT, XLNET, ROBERTA. 2. Deployed different deep learning models on Flask 3. Actively working in research domain and published paper in IEEE.

Hi, I have deployed an Bert model in production instance for diamler recently, so I have many sample codes to pre train and deploy bert model. Even have a better approach to increase accuracy as bert fails in similar dimensionality vectors.