sairaj

Optimized SIFT feature extraction algorithm using Non-Maximum Suppression to eliminate redundant keypoints, reducing computation time by 50.8% and improving matching accuracy to through systematic testing across 10,000+ image pairs. Designed and implemented a multithreaded quadrant-based image processing architecture using Python threading for parallel feature extraction, achieving 60% reduction in processing time for high-resolution images.

Developed reusable React components for a multi tenant social media platform serving 100+ local businesses and 15K monthly active users, implementing predictable state management with Redux and structured API integration via Axios. Collaborated with backend engineers to formalize API contracts using OpenAPI and Swagger, ensuring schema consistency, reducing integration ambiguity, and enabling automated client validation.