ARCHITECTING CUSTOM AI MODELS AND SCALABLE INFRASTRUCTURE FOR ENTERPRISE ADOPTION AND VALUE GENERATION
January 14th-15th, 2025 |
Hilton London Syon Park
Hamza Tahir
Co-Founder ZenML
Main Day 1 - Tuesday 14th January 2025
8:35 AM PANEL: How to Architect Your AI Applications
- Tools and techniques for model selection, training, and customisation, including foundation models, fine-tuned models, and centralised repositories to streamline AI development.
- Deploying and Orchestrating AI/ML Models: How to effectively deploy, distribute, and orchestrate AI/ML models to ensure your solution is accurate, reliable, and scalable. Considering specific requirements for training and inference when designing AI/ML solutions. How to establish and meet performance benchmarks for different components of your system, ensuring optimal operation.
- The importance of a robust infrastructure layer, including cloud platforms and specialized hardware (GPUs, TPUs), to support the intensive training and inference workloads of generative AI models.
- How platform engineering for MLOps enhances the orchestration of AI models, focusing on adapting, deploying, and monitoring models effectively within end-user applications.
Check out the incredible speaker line-up to see who will be joining Hamza.
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