Biography
My research interests primarily lie in Natural Language Processing (NLP) and Large Language Models (LLMs). I examine the complexity of Long Distance Dependencies (LDDs) observed in sequential datasets and their impact on the representational capacity of Large Language Models (LLMs) in an attempt to make them more efficient. I also work in the areas of Deep Learning, Linguistics, Computer Vision, and Information Theory. I am conducting my research under the guidance of Prof. John D. Kelleher at Technological University Dublin, Ireland.
Previously, I worked with National Institute of Oceanography, Goa, India, where I developed and upgraded Autonomous Underwater Vehicles (AUVs). I co-founded an IoT company, SpitiQ, Goa, India, where I was instrumental in building a home automation solution using Wireless Sensor Nodes (WSN). I also assisted Cyanodoc Healthcare, Goa, India, in developing a doctor’s appointment application.
Interests
- Large Language Models
- Natural Language Processing
- Machine Learning
- Internet of Things
- Robotics
Education
PhD in Deep Learning (NLP), 2023
Technological University Dublin, Ireland
BE in Electronics and Telecommunications, 2010
Goa Engineering College, Goa, India