About this role
Hands-on role designing, building, and operating AI-powered products and agent workflows across Temasek's investment and operations functions, spanning LLM integration, agent orchestration, front-end interfaces, API integrations, and production monitoring. Responsible for production-grade RAG pipelines, tool and API integrations, prompt and context management, observability, testing strategies for non-deterministic AI systems, and reliability in a regulated financial context.
Skills for this role
LangChainLangGraphAutoGenCrewAIAnthropic ClaudeOpenAI GPT-4oGoogle GeminiAnthropic SDKOpenAI SDKLLM integrationAgent orchestrationTool-calling architecturesMemory and state managementPlanning and reasoning loopsRAGEmbedding modelsPineconeWeaviatepgvectorVector databasesSemantic searchDocument ingestionPrompt engineeringPrompt versioningLangSmithRAGASHeliconeLangFuseModel Context Protocol (MCP)Python