Projects

A transformer model that takes in video sequences signed in German Sign Language and translates them into readable German text

The T5 multi-task transformer model pretrained on a wide array of tasks, fine-tuned for paraphrase generation while preserving performance on old tasks. Alleviated Catastrophic forgetting using EWC.

An iterative ray tracer that renders 3D objects under realistic illumination

A collaborative filtering model that recommends anime shows to users based on preferences of similar users

Ant Miner, a variation of Ant Colony Optimization for data mining applied to a preprocessed emotion recognition dataset