Departments

Admin

Mr. Joyel P. R.

Assistant Professor

Areas of Specialization

Computer Scienece
AI/ML
Areas of Interest

Computer science
AI/ML

Educational Summary


Course University Year
M.Tech in Computer Science & Engineering Jyothi Engineering College 2026
B.Tech in Computer Science & Engineering Jyothi Engineering College 2024

Projects Guided


Projects Name Details Year
CBAM based Swin-UNet Model for Diabetic Retinopathy Detection Using Retinal Fundus Images The project introduces a novel CBAM-based Swin-UNet deep learning model that enhances diabetic retinopathy detection from retinal fundus images by integrating attention mechanisms for improved lesion representation and classification accuracy 2026
PolyDoc Explorer: A Multimodal RAG Pipeline for Intelligent PDF Interaction This project enables intelligent interaction with multimodal PDF documents using a Retrieval-Augmented Generation (RAG) pipeline. The system uses the LangChain framework to process text and images, allowing users to receive precise answers to natural language questions. 2025