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Fatma
Tarlaci
Chief AI Officer
Soar AI
Dr. Tarlaci is an engineering leader with deep expertise in AI/ML, specializing in NLP, data science, and scientific computing. She has held CTO and VP of Engineering roles in AI/ML, leading technology strategy, scaling engineering teams, and delivering AI-driven products. She has overseen the development and deployment of cutting-edge AI solutions that drive business transformation and operational efficiency. Her work includes building AI-driven systems and leading high-impact engineering teams. As a technical advisor, she helps startups navigate AI adoption and productization. Driven by her passion for education, she teaches as an Adjunct Assistant Professor of Computer Science at UT Austin.
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25 February 2025 12:00 - 12:30
Panel | Hardening genAI systems for production, reliability and scale
Shipping a generative AI feature is only the start. Keeping it reliable under production load is the real challenge. This session brings together ML and platform engineers to discuss how they build and maintain production-ready genAI systems. Topics include managing model drift, optimizing inference performance, strengthening orchestration, and reducing infrastructure costs. Key takeaways: → Engineering methods for stabilizing GenAI pipelines under real-world conditions. → How to monitor, evaluate, and version models to control drift and degradation. → Architecture patterns that improve reliability, scalability, and cost efficiency in production.