Design, develop, and fine-tune AI agents / MCP tools for complex multi-turn conversations and autonomous workflows. Integrate AI agents with external APIs, databases, and knowledge bases to enhance contextual understanding and functionality. Build and maintain pipelines for training, evaluating, and deploying AI agents-related in production. Collaborate with cross-functional teams to translate business requirements into AI-driven solutions. Monitor, debug, and optimize AI agent performance, ensuring reliability, scalability, and safety. Stay updated on the latest research and advances in LLMs, AI agent architectures, and related technologies.