Detalhes do evento
sexta-feira, 28 de fevereiro de 2025
07:45 - 17:00 GMT
GenAI Loft Berlin - Day 5: Deploy Generative AI Models at Startup Speed and Scale
AWS GenAI Loft | Berlim
sexta-feira, 28 de fevereiro de 2025
07:45 - 17:00 GMT
PRESENCIAL
Jorge Nole Alarcon | Startup Solutions Architect, Mike Dukes | Specialist GTM Senior Manager for Startups, AWS, Andy Kane | Senior Specialist Solutions Architect, AWS, Tomas Sykora | Principal Solutions Architect, AWS, Mehdi Yosofie | Startup Solutions Architect, AWS, Thomas Kriechbaumer | Principal AI/ML Solutions Architect, AWS, Dmitri Laptev | Sr. Startup Solutions Architect, AWS, Michael Petychakis | Chief Technology Officer, Dialectica & AI Advisor & Board Member, Orfium, Mathis Lucka | VP Product, deepset, Sascha Heyer | Senior Machine Learning Engineer, DoiT, Corvin Jaedicke | CTO, ai|coustics, Daniel Buchholz | Principal, Storm Reply, Kashif Akhtar | AI Engineer, Storm Reply, Francesco Ongaro | Senior Manager, Storm Reply
English
300 - Avançado
sexta-feira, 28 de fevereiro de 2025
07:45 - 17:00 GMT
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Day 5 at the AWS GenAI Loft Berlin is dedicated to advanced strategies for deploying Generative AI models with the agility and efficiency of a startup. Dive into cutting-edge tools and technologies, from optimizing AI inference on Amazon SageMaker to leveraging serverless GPUs and custom silicon. This day is designed to equip you with the knowledge to build high-performance, cost-effective AI solutions at scale.
Enjoy a collaborative atmosphere throughout the day, featuring curated snacks, breakfast, and lunch to fuel both your learning and networking experiences.
Day 5 is tailored for:
This advanced-level day is for those ready to accelerate their AI deployment journey with cutting-edge tools and techniques.
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Agenda
8:00 AM UTC
Navigating the Foundation Model Landscape: Build vs. Buy with Orfium
Michael Petychakis | Chief Technology Officer, Dialectica & AI Advisor & Board Member, Orfium
Learn to navigate the decision-making process for building or adopting custom GenAI models. Explore key signals, resource requirements, and use cases to identify the best approach for your organization.
9:00 AM UTC
Building Custom Generative AI Applications Using Haystack with deepset
Mathis Lucka & Dmitri Laptev | VP Product, deepset & Sr. Startup Solutions Architect, AWS
Discover how deepset accelerates enterprise-grade GenAI applications with Haystack. Learn about retrieval-augmented generation, semantic search, and fine-tuning language models.
10:00 AM UTC
AWS custom silicon 101: your guide to adopting Amazon Graviton, Inferentia and Trainium
Mike Dukes & Andy Kane | Specialist GTM Senior Manager for Startups & Senior Specialist Solutions Architect, AWS
Unlock the potential of AWS custom silicon for cost-efficient and high-performance ML workloads. Explore Graviton, Inferentia, and Trainium chips and their use in training and inference.
12:00 PM UTC
Optimize your AI inference workloads on Amazon SageMaker for best price performance
Tomas Sykora | Principal Solutions Architect, AWS
In this session, you’ll explore a range of AI inference patterns, from multi-modal, multi-tenant, and multi-adapter approaches to real-time, batch, and serverless deployments. Discover how these strategies can optimize the price-performance of your AI workloads.
12:00 PM UTC
Choose wisely! - Conscious decisions running GenAI projects, AUDI AG success story
Daniel Buchholz | Kashif Akhtar | Francesco Ongaro | Principal | AI Engineer | Senior Manager, Storm Reply
GenAI’s rapid rise left many stuck in the "chatbot era," leading to misconceptions. Success requires more than selecting an LLM and feeding it text. This session explores common pitfalls and how strategic decisions shape outcomes. Learn how AUDI AG leveraged multi-agent architecture to automate complex tasks efficiently and maximize GenAI’s real-world impact.
1:00 PM UTC
High-Performance Generative AI on Amazon EKS
Mehdi Yosofie | Startup Solutions Architect, AWS
Discover how Amazon EKS supports the infrastructure needs of Generative AI with GPU acceleration and scalability. Gain insights into cost optimization and best practices for high-performance deployments.
1:00 PM UTC
From Months to Minutes Scaling ROI with Generative AI
Sascha Heyer | Senior Machine Learning Engineer, DoiT
Discover how Generative AI is transforming businesses by making AI solutions faster, cost-effective, and scalable. Learn how transitioning from traditional AI to Generative AI reduced costs from $108,000 to $360 annually. This session will cover evolving AI trends, prioritizing impactful use cases, key ROI drivers, and how ideas can go into production in just 3 minutes.
3:00 PM UTC
Scaling Generative Audio AI: Unlocking Serverless GPU with ai|coustics
Corvin Jaedicke & Mehdi Yosofie | CTO, ai|coustics & Startup Solutions Architect, AWS
Discover how ai|coustics leverages scalable infrastructure to develop generative audio models efficiently. Learn strategies for managing model sizes, addressing real-time audio processing challenges, and deploying with serverless compute on AWS and Modal. Gain insights into optimizing data pipelines, scaling models, and deploying real-time audio solutions to drive AI innovation.
4:00 PM UTC
Next generation of Amazon SageMaker: the center for all your data, analytics, AI, and governance
Jorge Nole Alarcon | Startup Solutions Architect, AWS
Discover the expanded Amazon SageMaker ecosystem, featuring AI Lakehouse and zero-ETL integration. Explore its capabilities for unified analytics, model development, and enterprise governance.