Peer‑reviewed • 2024–2025

Research Publications

Work spanning explainable AI, computer vision, and applied ML, presented at leading venues.

An Explainable AI-Driven Hybrid Model for Enhanced Intrusion Detection in Network Security

2025 ICAECT January 2025

Explainable AI-driven hybrid model for enhanced intrusion detection in network security.

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AI-Powered Optical Enhancements for Tumor Detection in MRI Scans Using YOLO and Pseudo-Color Mapping

ETOT-I 2025 January 2025

Implemented AI-powered optical enhancement techniques using YOLO object detection and pseudo-color mapping for improved tumor detection in MRI scans.

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Microplastic Detection in Drinking Water: A Comparative Analysis of CNN-SVM and CNN-RF Hybrid Models

2024 OCIT December 2024

Comparative analysis of CNN-SVM and CNN-RF hybrid models for microplastic detection in drinking water.

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Real Estate Price Prediction: Optimized Ridge and Lasso Regression Analysis

2024 OCIT December 2024

Comprehensive housing price prediction using Ridge and Lasso regression with advanced feature engineering and hyperparameter optimization.

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Analysing Lossless Image Compression Techniques for IoT Devices

2024 ICEEICT July 2024

Optimizing lossless image compression algorithms for resource-constrained IoT devices and applications.

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