Aditi Gajjar

Master's

Data Science

Data Science

The World Bank

Data Science Consultant Digital Development

- Developing and implementing a pre-trained BERT model for classifying text indicators related to broadband connectivity, utilizing sequence classification for accurate context-based predictions - Utilizing Hugging Face's Trainer class to train and validate the model, improving the classification accuracy of text indicators in the World Bank's project data - Integrating tokenization and data preprocessing steps, including removing duplicates and irrelevant columns, to enhance the model's performance in understanding and categorizing project indicators