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Farheen
Fatima
Director, AI Enablement & Delivery
Moneris
Farheen leads AI Enablement and Delivery at Moneris, bringing over a decade of financial services experience across Data Analytics, Data Engineering, Artificial Intelligence, and enterprise-scale data platforms. She has built and led multi-disciplinary teams, spanning data analysts, data engineers, project managers, and scrum masters, to deliver AI-driven automation, advanced analytics, and business intelligence solutions that move the needle at an organisational level. Her work sits at the intersection of data engineering foundations and applied AI: designing solutions that aren't just technically sound, but explainable, scalable, and strategically relevant. With deep grounding in data strategy, governance, and product lifecycle management, Farheen brings structure to complexity, translating raw data infrastructure into decisions that matter. She is increasingly focused on Generative AI, working across LLMs, RAG architectures, MLOps, and cloud AI services as the next frontier for financial services organizations looking to operationalize intelligence at scale.
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20 May 2026 10:30 - 11:00
Scaling AI : From prototype to platform
Most AI projects fail not because the models are bad, but because the systems around them can't scale. A prototype that works in a notebook looks nothing like a system that serves hundreds of use cases across an enterprise - different data contracts, different deployment cadences, different failure modes. This session breaks down what it actually takes to make that transition: how teams move from one-off pipelines to shared infrastructure, what governance looks like when models are running in production rather than sandboxes, and where most platform efforts stall before they deliver value.