Worked as a Data Analyst intern
at ITIC Systems on Automatic Essay Scoring
Project by integrating ChatGPT and BERT for text classification.
- Researched about the functionalities, facilities, methods, and technologies of Commercial Tools used in Automatic Essay Scoring (AES).
- Researched about Current Essay Scoring ML approaches utilizing Regression, Neural Network, and Classification.
- Performed code analysis about EssayGAN method for generating essay dataset.
- Implemented
BERT model
and performed code analysis using BBC News and ASAP text classification dataset. Furthermore, calculated performance metrics through hyperparameter tuning of the model.