An Express.js web application with React.js Server Side Rendered (SSR) Chatbot UI, built around a TensorFlow.js Text Classification model. The application integrates with IBM Watson OpenScale to log payloads sent to the classification model.
The model has been trained to classify questions about my resume as one of the following intents: ['education', 'experience', 'goodbye', 'greeting', 'hobbies', 'options', 'projects', 'skills', 'thanks']. The notebook used to train the model can be found in the /notebook directory.
The saved model has been converted using TensorFlow Converter and the binary & json output is located in the /lib/model directory.