Varsha Beernalli

Built an end-to-end facial-feature recognition pipeline with OpenCV, a trained CNN, and a Flask UI that recommends personalized makeup styles from user-uploaded images.

Built a RESTful CRUD application using a layered architecture with controller, service, and repository layers backed by Spring Data JPA. Produced a reusable backend template demonstrating clean separation of concerns and REST API best practices.

Designed REST APIs, a MySQL database schema, and backend architecture enabling AI agents to store and retrieve long-term user context across conversations. Built User Profile APIs and version-aware Environment Provisioning services; enhanced Elasticsearch search and contributed to RFC/API design reviews.