Sign In
Register

Partnerships

Tickets

Call to action
Your text goes here. Insert your content, thoughts, or information in this space.
Button

Back to speakers

Lin
Liu
Director, Data Science
Wealthsimple
As Director of Data Science at Wealthsimple, Lin Liu architects AI/ML solutions that power the future of finance. His experience includes leading AI/ML consulting engagements for AWS clients at Amazon and creating flagship fraud and credit models for Capital One Canada. A patented inventor in credit scoring, Lin specializes in building scalable AI/ML solutions that bridge the gap between data science and tangible business value.
Button
12 November 2026 12:00 - 12:30
Panel | From genAI strategy to enterprise execution
Nearly every organization has a genAI strategy. Far fewer have successfully deployed AI into production at scale. Moving from vision to execution requires more than selecting the right mode, it demands the right data foundations, infrastructure, governance, engineering practices, and cross-functional alignment to deliver measurable business value. Join AI and engineering leaders as they share how they're prioritizing high-impact use cases, overcoming the technical and organizational barriers to production, and building the capabilities needed to scale AI across the enterprise. Key takeaways → Prioritise AI use cases that deliver measurable business impact rather than isolated proofs of concept. → Build the technical foundations, from data and infrastructure to governance and security, needed for production-ready AI. → Overcome the engineering, organizational, and adoption challenges that prevent AI initiatives from scaling. → Measure success, iterate effectively, and turn early AI deployments into long-term enterprise capabilities.