Episode Details

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Verena Weber believes that GenAI is going to transform the way we work and interact with devices. Her mission is to help companies prepare for this transformation. She has strong expertise in NLP and over 7 years of experience in Machine Learning.

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MLOps podcast #224 with Verena Weber, Generative AI Consultant at Verena Weber, GenAI in Production - Challenges and Trends.

// Abstract

The goal of this talk is to provide insights into challenges for Generative AI in production as well as trends aiming to solve some of these challenges. The challenges and trends Verena sees are: Model size and moving towards a mixture of experts architectures, context window - new breakthroughs for context lengths from unimodality to multimodality, next step large action models? regulation in the form of the EU AI Act. Verena uses the differences between Gemini 1.0 and Gemini 1.5 to exemplify some of these trends.

// Bio

Verena leverages GenAI in natural language to elevate business competitiveness and navigate its transformative impact. Her varied experience in multiple roles and sectors underpins her ability to extract business value from AI, blending deep technical expertise with strong business acumen. Post-graduation, she consulted in Data Science at Deloitte and then advanced her skills in NLP, Deep Learning, and GenAI as a Research Scientist at the Alexa team, Amazon. Passionate about gender diversity in tech, she mentors women to thrive in this field.

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Website: verenaweber.de

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