Emerson

Miranda

I specialize in production-oriented AI/LLM backend and API integration. I work with Python, structured outputs, JSON schemas, tool/function calling, retries, timeouts, fallbacks, secure secret handling, logging, monitoring, caching and cost controls. I also handle Dockerized delivery, database integration, Next.js/TypeScript maintenance, dependency upgrades, production build validation and technical documentation. Available for paid evaluations, MVP integrations, backend troubleshooting, QA and collaboration with existing development teams.