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Burak
Gokturk
VP, Engineering, Google Cloud AI & Industry Solutions
Google
Burak Gokturk, general manager and Vice President of Engineering at Google Cloud AI & Industry Solutions, oversees the teams creating products and solutions that empower every enterprise to transform their business with AI, including products that require little to no AI or machine learning user expertise. This unique portfolio includes a unified platform to serve large models via Vertex AI, Unified Cloud Search, DocumentAI, and Conversational AI, along with industry solutions focused on healthcare, retail, media, and financial services. He also oversees development of machine learning technologies such as generative AI-based large language models and their application for real-world industry problems. Burak has been in the AI/machine learning field for more than 25 years, published more than 40 papers, and holds more than 50 patents/patent applications. Burak received his MS and PhD degrees in electrical engineering from Stanford University and double BS degrees in electrical engineering and computer science from Boğaziçi University.
29 April 2025 11:10 - 11:35
Enterprise trends for generative AI, and key components of building successful applications with a Special Lens on LLMOps
We have seen tremendous progress on generative AI in the last few years. The enterprises have latched onto the opportunity and built proof of concept applications that are turning into production loads. In this talk, we will talk about the trends we see with enterprises, and what we expect to come next. Next, we will dive into key areas for building successful agents, such as tuning, distillation, grounding and function calling. We will cover some common approaches to each of these, and the role each plays with a lens on LLMOps.