Pre-Conference Workshop Day

Tuesday, September 10, 2024

Workshop A | 9.00am - 11.00am | Navigating the Complexities of AI Model Validation to Ensure Accuracy & Trustworthiness

As AI systems are becoming ubiquitous in today’s rapidly evolving technological
landscape, ensuring these models are accurate and reliable is paramount. So, how
can you trust your AI? This workshop delves into the intricate process of scrutinizing
and certifying AI models to guarantee their accuracy. We will unravel the complexities
of validation methodologies, gain insights into best practices, and uncover innovative
approaches that can be used to ensure the robustness of AI models

Highlights include:

  • Exploring the ethical considerations of AI model validation
  • Discussing techniques for AI model validation
  • Reviewing advantages of AI models in pharmaceutical manufacturing

Workshop Leader:

Pei-Yun Sabrina

Pei-Yun Sabrina Hseuh
Head of Ethical AI

Workshop B | 11:30am - 1:30pm | Exploring & Adapting the Current Regulatory Landscape for Successful Implementation of AI Initiatives

As organisations are increasingly adopting AI technologies, navigating the complexity of industry guidelines and regulations has become imperative. This workshop will provide invaluable insights into the current regulatory landscape governing the use of AI in compliance practice. By gaining a comprehensive understanding participants will be equipped to effectively integrate AI into their own compliance processes while ensuring strict adherence to regulatory standards and best practices

Hightlights include:

  • The importance of a structured data environments in compliance frameworks for
    GAI deployments in cloud environments
  • How can GAI models be developed and managed while ensuring fairness,
    accountability, and transparency
  • How can you assess and validate GAI systems against regulatory standards and
    organizational policies to ensure compliance adherence

Workshop Leader:

Nathan McBride

Nathan McBride
Senior Vice President of Information Technology
Xilio Therapeutics

Workshop C | 2:30pm - 4:30pm | The Future of Cloud Computing: Examining Trends & Potential Challenges to Optimise Efficiency, Security & Scalability

In the ever-evolving world of cloud compliance the future holds a myriad of possibilities and challenges. Embracing the increased synergy between AI and cloud compliance is not only necessary for life science organizations, it also provides an avenue for increased innovation and efficiency. This forward thinking workshop offers the opportunity to delve into both the transformative potential of AI within the cloud environment as well as possible challenges to be aware of, providing vital insights in order to adapt and anticipate to emerging trends

Highlights include:

  • Exploring how AI initiatives are transforming biotechnology applications
  • Discussing the intersection of AI, cybersecurity and application development emphasizing practical insights and lessons learned
  • Discuss challenges and strategies for working with limited training datasets in regulated environments

Workshop Leader:

Sucheth Koppa - Headshot

Sucheth Koppa
Head of Software V&V, Computational Science & Informatics