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Eric
Swei
Generative AI Architect
Toyota
Boasting an impressive career spanning over two decades, Eric Swei is an accomplished polymath in the tech arena, with deep-seated expertise as a full stack developer, system architect, integration architect, and specialist in computer vision, alongside his profound knowledge in generative AI, data science, IoT, and cognitive technologies. At the forefront as the Generative AI Architect at Toyota, Eric leads a formidable team in harnessing the power of generative AI. Their innovative endeavors are not only enhancing Toyota's technological prowess but also redefining the future of automotive solutions with cutting-edge AI integration.
12 February 2025 15:00 - 15:30
From models to Impact: Architecting scalable and reliable GenAI systems
In this session, Toyota and Feedback Intelligence break down the most successful GenAI applications within Toyota—spanning RAG-powered search, agentic workflows, and intelligent chatbots. Learn how they tackled infrastructure, data, and compliance hurdles, the KPIs that define success, and the optimization strategies that keep these systems efficient. Key takeaways: - How Toyota scaled GenAI applications for real-world impact. - Lessons learned from infrastructure, data, and security challenges. - Metrics that matter: evaluating success beyond the model. - Strategies for maintaining efficiency and continuous improvement.