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Building Production-Grade AI Systems

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About this event

What to expect

Learn how to move beyond building AI prototypes and create systems that can withstand the demands of production environments. This technical talk addresses one of the most critical challenges in AI development — the gap between demonstrating intelligence and delivering reliability at scale.

Presented by Aarya Parikh, this session challenges a common misconception in AI development: that optimizing for intelligence is the primary goal. Instead, the focus shifts to what truly matters in production — reliability, observability, and resilience. You'll explore architectural patterns and operational strategies that separate systems that work in demos from those that perform consistently in real-world conditions.

What You'll Learn

  • Architecture for reliability: Design patterns that prioritize consistency and uptime over raw intelligence metrics
  • Observability strategies: How to instrument AI systems so you can understand and debug their behaviour in production
  • Recovery mechanisms: Techniques for handling failures gracefully and maintaining service continuity when things go wrong
  • Production best practices: Real-world lessons learned from deploying AI systems that handle actual user workloads

Who Should Attend

This event is designed for developers, engineers, and technical leaders working with AI systems — whether you're building with ChatGPT, Claude, or custom models. If you're moving beyond proof-of-concept work and need to deliver AI applications that users can depend on, this session will provide actionable insights you can apply immediately.

The format is deliberately informal, encouraging discussion and knowledge-sharing among attendees. This is an opportunity to learn from practical experience and connect with others facing similar challenges in the Montreal AI community.

The event takes place at Grande Bibliothèque - BAnQ in room 2.130.1, located at 475 Boul. de Maisonneuve E in Montreal. Doors open at 6:00 PM EDT for an hour-long session.

Register for this event to secure your spot and join the conversation about building AI systems that work reliably in production.

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