Build grounded AI knowledge systems that combine semantic and lexical retrieval for accurate, citation-aware answers.

Build complete web applications from responsive interfaces and APIs to databases, authentication, and deployment.

Design robust asynchronous APIs and backend services built for concurrency, security, and maintainability.

Containerize and deploy production backend services with reproducible infrastructure and automated delivery.