Sophia Rowland
Senior Product Manager at SAS, focusing on ModelOps and ML Ops. Previously a data scientist, she now bridges the gap between data science and product management, leveraging her expertise to build user-friendly software that solves organizational challenges in operationalizing machine learning models.
Best podcasts with Sophia Rowland
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Jul 12, 2024 • 1h 2min
Extending AI: From Industry to Innovation // Sophia Rowland & David Weik // #247
Sophia and David from SAS discuss challenges in MLOps, integrating generative AI, transitioning to real-time processes, and empowering business users with AI innovation. They also explore obstacles in moving AI models to production, collaboration between data scientists and engineers, and common themes in high-performing ML AI teams.
Jan 22, 2025 • 33min
The Role of Analytics in Shaping the Future of MLOps
Sophia Rowland, a Senior Product Manager at SAS with a robust background in data science, shares insights on integrating AI and analytics in operational settings. She tackles the challenges of dependency management caused by siloed IT and data science teams, and the psychological impact of algorithms on user motivation. Sophia also discusses the importance of aligning technical and business perspectives for effective MLOps, while emphasizing the significance of data ethics and responsible AI practices.
