Shanmukha Rayalu

Enthusiastic Student with superior skills in working in both team-based and independent capacities. Bringing strong work ethic and excellent organizational skills to any setting. Excited to bring above average user skills in information technology and social media.

 * BIKE RENTALS APPLICATION

Created a full stack application to where users could rent their bike with their prepferences

 NEURAL NETWORKS

• Developed a novel Efficient U-Net architecture by integrating U-Net with EfficientNet to perform few-shot semantic segmentation of aerial images with high accuracy and scalability.
• Introduced rotation-invariant feature extraction to address orientation sensitivity in aerial objects, significantly improving segmentation consistency and robustness in few-shot learning scenarios.