In May 2025, Hbindu developed OpenAI integration for the singlestore-labs/singlestoredb-python repository, focusing on enabling seamless access to external LLMs through SingleStoreDB’s managed infrastructure. They implemented Python wrappers for ChatOpenAI and OpenAIEmbeddings, refactoring the embedding logic to use these new abstractions for improved maintainability and testability. Hbindu also introduced the InferenceAPIManager, centralizing API connections to streamline usage of OpenAI models within enterprise environments. This work leveraged skills in API integration, cloud services, and LLM integration, laying a scalable foundation for reduced data movement and lower latency when connecting SingleStoreDB applications to external inference endpoints.