I am an expert data scientist. I have worked on machine learning and deep learning techniques on text and image data. I have in-depth knowledge of predictive modeling, NLP, Image processing. From the past, more than 7 years, implemented various analytics and advanced analytics project using Python, R, and SAS for the healthcare domain.
Worked on Provider, demographic, pharmacy, diagnosis, and procedural claim data. In the implemented around 13 machine learning and deep learning projects some of them are:-
Automated CPT prediction using patient chart data
Creation of rule engine for different codes like PQRS, modifiers and contrast codes.
In the above projects, there is rigorous use of regular expressions, text extraction on medical data using CNN plus attention models to finally creating the end to end prediction.