MLOps / Gen AI World is a unique collaborative event for the ML/Gen AI community of over 20,000 ML researchers, engineers, scientists, and entrepreneurs across several disciplines.
Taken from the real-life experiences of practitioners, the Steering Committee has selected the top applications, achievements, and knowledge-areas to highlight across the event!
Oct 8, 2025 at 8:30 AM – Oct 9, 2024 at 4:00 PM (CST)
About the Event
MLOps World & GenAI World is an international community group of practitioners working to advance the science of deploying not only ML models but also agents and agentic workflows into live production environments.
We explore everything, technical and non-technical, that goes into making these systems reliable and effective.
Created by the Toronto Machine Learning Society (TMLS), this initiative unites the wider AI ecosystem: companies, practitioners, academics, and open-source contributors. Our goal is to accelerate the safe, responsible, and scalable adoption of AI and agents in production.
With an explorative approach, our initiatives address the needs of a community of over 18,000+ ML and AI practitioners, researchers, professionals, entrepreneurs, and engineers. We’re here to empower members, propel productionized AI, and shape the next generation of agent-driven systems.
What to Expect
40+ senior speakers from leading companies across AI, ML, and infrastructure
2 full days of curated talks + hands-on workshops (1.5–3 hours each)
Dedicated tracks including:
AI Agents for Developer Productivity
AI Agents for Model Validation and Deployments
Augmenting Agentic Workforces
Agents in Production
Latest Trends in MLOps
Governance, Auditability & Model Risk Management
MLOps for Smaller Teams
ML Lifecycle Security
ML Training Lifecycle
Scoping and Delivering Complex AI Projects
LLMs on Kubernetes
ML Deployments on Prem
LLM Observability
Data Engineering in an LLM Era
Inference Optimization & Scaling
Multimodal Systems in Production
Outdoor networking & social events unique to Austin
800+ participants from across North America and beyond
Topics to Be Covered:
Agent Name Service (ANS) in Action — A DNS-like Trust Layer for Secure, Scalable AI-Agent Deployments on Kubernetes
Why is ML on Kubernetes Hard? Defining How ML and Software Diverge
What’s Next in the Agent Stack
Productizing Generative AI at Google Scale: Lessons on Scoping and Delivering AI Powered Editors
Build Reliable AI apps with Observability, Validations and Evaluations
From Static IVRs to Agentic Voice AI: Building Real-Time Intelligent Conversations
Humans in the Loop: Designing Trustworthy AI Through Embedded Research
Building and Evaluating Agents
Agent Drift: Understanding and Managing AI Agent Performance Degradation in Production
How Math-Driven Thinking Builds Smarter Agentic Systems
Code-Guided Agents for Legacy System Modernization
SO MUCH MORE!
LEARN:
Workshop: Context Engineering: An Introduction
Panel: Taming Rogue AI Agents with Observability-Driven Evaluation
Workshop: Building Conversational AI Agents with Thread-Level Eval Metrics
Workshop: How to Build and Evaluate Agentic AI Workflows with FloTorch
Workshop: From Zero to One: Building AI Agents from the Ground Up
SO MUCH MORE!!
The MLOps World 2025 Steering Committee & Track Leads
Hugo bowne-anderson, Independent Data and AI Scientist
Yamini Krukesh, Business Engineer, Replit
IMPORTANT NOTE: This is an in-person and PAID event in Austin, TX. Virtual attendance options will also be available. If you would like to join, you’ll need to buy a ticket from the official event website here: mlopsworld.com. - FREE options also available (use code GDG250 for 250$ off all ticket types)
WE HAVE A DISCOUNT ON TICKETS FOR GDG AUSTIN! (In-person attendees only!)
Note: there are also free virtual day session passes here - PLEASE NOTE THE DAY/TIME CHANGES IF YOU'RE ATTENDING VIRTUALLY
