Build scalable, production-grade AI ecosystems tailored to business needs, leveraging CrewAI agents, LLM pipelines, RAG systems, and vector databases to optimize processes, reduce costs, and enhance decision-making. From strategy to implementation, ensure alignment with core KPIs through cutting-edge tools and cloud-native platforms.