IT professional with a Master’s in Computer Applications from Periyar Maniammai University, specializing in software development and data analysis. Proficient in Java, SQL, Python, and C++, with expertise in data visualization and database management. Skilled in problem solving and real time monitoring systems to drive innovative solutions.
🔹 Eye Disease Detection Using Explainable AI with Attention Mechanism (5 months)
Developed a CNN-based model integrating Explainable AI (XAI) and attention mechanisms for diagnosing retinal diseases. Used Grad-CAM for visual explanations, enhancing clinician trust, and early detection to reduce vision loss.
🔹 Enhancing Security Against Over-the-Air Attacks in Intraday Trading (Currently Ongoing)
Designed a Java Swing & JFrame-based security framework to detect and mitigate OTA attacks in trading systems. Implemented real-time monitoring and secure data handling to enhance platform resilience and prevent fraudulent activities
Submitted a research paper on my project to an IEEE International Conference, showcasing its innovative approach, and contribution to the field