Build me a self learning(reinforced) NER, NLP model for poc(experienced people reach out)

I need a NLP using Bert or spacy or gpt3 or any better one to do 1) NER and identify custom labels. 2) Based on labels identified a user should be able to train it by giving correct or false identification. 3) User should also be able to input some sentences to train the model like "abc is a software". Use case: Identify software names and component names from any pdf. Ping for more details Duration: A skeleton on or before Monday preferably. Less than a week would be good Note: Don't bid less and ask more. Project will be awarded after seeing some progress to eliminate stagers. This is just part of a poc if we get good accuracy then can be involved in further poc and main project.