It is by logic that we prove, but by intuition that we create.
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While at PDEU, I was involved in several research projects spanning diverse areas of computing technologies. Here are a few highlights of that work.
Developed a secure communication protocol leveraging state of the art quantum computing state, with the potential to revolutionize information encryption.
Overview of Present -Day IoT Data Processing Technologies
As IoT grows, data must be processed efficiently to meet time-sensitive demands. This paper explores IoT data characteristics, architecture trends, challenges, and solutions for smarter data analysis.
Human Interpretable ML
Model for Income Class Prediction
Using Machine Learning, this study predicts income with 91.8% accuracy and identifies key factors. Explainable AI tools like LIME and SHAP provide insights to help reduce disparities.
Recent Advancements and Issues in AI for Health 5.0
Co-authored a chapter in the book Health 5.0, exploring advancements in Artificial Intelligence applications in healthcare and highlighting current challenges that warrant attention.
Exploration of Current Image Cryptography Techniques
Conducted research on the latest image cryptography techniques and evaluated them across multiple metrics to help developers easily identify and select the most suitable approach based on their application needs