This project describes the design components of the HP sponsored AI Based Microfluidic Design Automation Web application. The objective of the AI base web app is to create an user interface for the user to get control of the input and output. The web app will collect the geometry input from the user. A machine learning algorithm will be developed and it will adopt the input to make a rapid prediction on the thermal inkjet performance.