Meghana A C A C
About
Results-driven IT professional with a strong foundation in Java and web technologies, complemented by hands-on experience in full-stack development (MERN stack) and enterprise IT application support. Possesses a solid understanding of the software development lifecycle and a commitment to delivering scalable technical solutions. Completed IBM z/OS Mainframe course and NPTEL Java certification, demonstrating continuous learning and adaptability.
Skills & Expertise (29)
Work Experience
Internship
Deep Learning-Based Guava Fruit Disease Detection and Classification
Present - Present
Built an end-to-end deep learning-based image classification system using Convolutional Neural Networks and transfer learning models, including VGG16, ResNet50, MobileNetV2, and EfficientNetB0. Applied strong problem analysis and solution design to identify optimal model architectures for accurate disease classification. Optimized model training workflows through automated data preprocessing, model tuning, and validation processes. Evaluated system performance using confusion matrices, ROC curves, and comparative performance metrics to ensure accuracy, reliability, and scalability. Conducted comparative analysis of multiple models to support data-driven decision making and system optimization. Documented system architecture, model performance results, and testing outcomes to enable effective knowledge transfer and cross-team collaboration.
Education
Master of Computer Applications (MCA) - Siddaganga Institute of Technology
2023 - 2025 ยท Afghanistan
Bachelor of Computer Applications (BCA) - Bapuji Institute of Hi-Tech Education
2020 - 2023 ยท Afghanistan
Certifications
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Relocation
Open to Relocation
Skills (29)
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