Quest Analytics

Deep Learning Based File Conversions

Quest Analytics makes it easier for payers, health plans, health systems & provider groups and third-party administrators (TPAs) to design, optimize and manage their provider networks.

Project Deliverables:

Column Type Identification, Mapping & Transformation using Deep Learning  

The Models had have the ability to standardize various data fields into Quest standard format for further downstream consumption.

  • Developed a DL-based File Conversion System that leverages Deep Learning techniques to identify, map & transform various types of data columns. 
  • When tabular data arrives from various sources, this system identified the columns in the source files and mapped them to predefined columns. 
  • For some columns, transformation of the column data was made to conform to desired format.

Technologies Used:

  • Python
  • TensorFlow
  • MySQL