Responsive image
  • Student at JHU CLSP
  • Work in Fairness and social biases in NLP
  • SalvadoreƱo
  • My CV

About Me

I am a PhD candidate at Johns Hopkins University. I am affiliated with the Center for Language and Speech Processing and advised by professor Mark Dredze.

I create fairer and socially aware NLP & ML models. My current research focuses on measuring and then improving the fairness of such models, and adapting them across various domains. In addition to analyzing LLMs for fairness, I have developed a variety of methods to improve fairness, including a custom loss for use in finetuning. I have a strong background in developing models in data-limited settings, including mental healthcare. I have also pre-trained encoder-only transformers for Twitter, Bernice.

Publications | Scholar Profile

My Timeline