I can help with guidance and roadmaps for adding data science and machine learning to your products. The areas include problem statement validation, model selection, deployment, and monitoring of models. I have experience in model development with Tensorflow, Keras, and Pytorch development. I can also help in API development and containerization of projects. My experience with deployments is on AWS and Azure. Specific industries I can support are eCommerce, chatbot services, and video surveillance and forecasting.