Deploying machine learning models as a service using RESTful API powered by BentoML.
NLP
2023
First ever kaggle competition. Submitted solutions ranked in the top 36% and 9% for the leaderboard track and efficiency track, respectively, out of more than 2.5k participants globally.
2022
Optimizing BERT model predictive performance through transfer learning, data augmentation and knowledge distillation.