- 012026
Passive Screening for Obstructive Sleep Apnea via Value-Augmented EHR Token Embeddings
Kosiba, Sudharsan, Parthasarathi, Richard, Acharya, Greenfield
An accepted research paper on passive health screening with machine learning.
HIMS / CSCE, Springer Natureaccepted · in press - 022025
Taming Large Language Models for Healthcare: A Multi-layered System
Sudharsan, Kosiba, Parthasarathi, Richard
A layered guardrail system for healthcare chatbots. Classifiers, vector-store matching and dynamic prompts keep the bot safe for patients with chronic conditions.
CSCE 2024, Springer CCIS, pp. 191–201read paper ↗ - 032024
A Client-Server Based Educational Chatbot for Academic Institutions
Richard, Veemaraj, Thomas, Mathew, Stephen, Koshy
A chatbot that gives students answers grounded in course material that instructors trust. A Mixture-of-Experts LLM with retrieval-augmented generation.
IEEE CONIT 2024, pp. 1–5first authorread paper ↗ - 042024
Assistance for Visually Impaired People in Identifying Multiple Scenes Using Deep Learning
Divina, Richard, Raimond
A deep-learning system that describes the scene in front of a visually impaired user, so they can identify more than one setting around them.
ICDICI 2023, Springer Algorithms for Intelligent Systemsread paper ↗ - 052024
A Deepfake Image Classifier System for Real and Doctored Image Differentiation
Thomas, Ebenezer, Richard
A CNN on the MesoNet architecture that separates real images from doctored and deepfake images.
IEEE ICICT 2024, pp. 1247–1251read paper ↗