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Arsa
Nikzad
Senior ML Scientist
Wayfair
Arsa Nikzad is a Senior Machine Learning Scientist on the Demand Forecasting Science team at Wayfair. He has over a decade of experience in time series forecasting, with a focus on developing and advancing large-scale forecasting engines. His industry background includes e-commerce retail, pharmaceuticals, and heavy machinery, where he has contributed to the development of scalable forecasting solutions."
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20 November 2025 12:00 - 12:30
Panel | From pilot to production: Shipping enterprise ready AI systems
In this session, we’ll walk through the architectural, operational, and governance decisions that define enterprise-ready GenAI systems, including: Key takeaways: → Designing for real-time performance, throughput, and latency across use cases. → Choosing between proprietary models, open source, and fine-tuned LLMs and managing that complexity over time. → Building observability and feedback loops into your stack to track model drift and measure business impact. → Putting the right controls in place for data privacy, access, and regulatory compliance.