1. An interactive test generation and control computing platform, comprising: a processing unit comprising a processor; and a memory unit storing computer-executable instructions, which when executed by the processing unit, cause the interactive test generation and control computing platform to: receive user input including user information requested by the interactive test generation and control computing platform; based on the received user information, identify one or more products for evaluation; based on the identified one or more products for evaluation, identify a plurality of interactive condition evaluation tests to be executed on a user computing device; transmit a signal to the user computing device enabling functionality of one or more sensors in the user computing device and associated with the identified plurality of interactive condition evaluation tests; generate a first user interface providing instructions for performing a first interactive condition evaluation test of the plurality of interactive condition evaluation tests; transmit the generated first user interface to the user computing device; initiate the first interactive condition evaluation test on the user computing device; after initiating the first interactive condition evaluation test, collect data from the enabled one or more sensors; determine whether one or more criteria of the first interactive condition evaluation test have been met; responsive to determining that the one or more criteria of the first interactive condition evaluation test have been met: terminating the first interactive condition evaluation test; transmitting a signal disabling the one or more sensors in the user computing device and associated with the first interactive condition evaluation test; processing, based on one or more machine learning datasets, the collected data to determine an output for the user; transmitting the output to the user computing device; and responsive to determining that the one or more criteria of the first interactive condition evaluation test have not been met, continue to collect data from the enabled one or more sensors in the user computing device and associated with the first interactive condition evaluation test.