This is a demo of automated email routing PoC that uses UIPath and a custom trained text classifier Machine Learning Model.
A demo of using UIPATH to automate a browser based workflow. This includes interpreting a CAPTCHA to proceed to the next screen. This flow is to lookup and download land ownership details for local government web portal for a plot of land. This is a routine flow that people wait daily in queues at government offices that takes about an hour to automate and a minute to execute. This demos shows the power and versatility of Front-End automation using UIPATH
This is a demo of using Robotic Process Automation (RPA) to optimize an online stock trading algorithm. A machine learning optimizer needs a way to repeatedly run the algorithm for different initialization parameters values to zero in on the values that maximizes the algorithm Performance. In other words the optimizer needs a loss function that it needs to invoke repeatedly and measure performances changes. Traditionally back-end automation is how this loss function can be exposed to the optimizer as an API call. This is a novel attempt to use front-end optimization for the loss function. The advantage of using RPA here is it is fast to setup and cheaper.