Applied AI & Machine Learning Summit 2026
Event About
Join us for the Applied AI & Machine Learning Summit 2026 — three days of deep, practical sessions on shipping machine-learning systems that actually run in production.
From graph neural networks to high-throughput data pipelines and inference at scale, you'll learn from engineers and researchers who build these systems every day. Expect hands-on talks, live demos, and plenty of hallway-track networking.
- 3 full days, 6+ deep-dive sessions
- World-class speakers from DeepGraph Labs, ScaleStack & InferenceIO
- VIP access, workshops and networking lounge
Our Speaker
Schedule
Opening Keynote: The State of Applied AI
Where applied ML is heading in the next 3 years.
Dr. Amelia Hart
Graph Neural Networks in Production
Design, train and deploy GNNs at scale.
Dr. Amelia Hart
Marcus Bell
High-Throughput Data Pipelines
Stream-first architectures for ML workloads.
Marcus Bell
Developer Experience for ML Tooling
Make inference APIs a joy to build against.
Priya Nair
Scaling to Millions of Requests
Cache, batch and scale from prototype to production.
Dr. Amelia Hart
Marcus Bell
Closing Panel & Networking
Q&A with all speakers, then open networking.
Dr. Amelia Hart
Marcus Bell
Priya Nair
Tickets
Events info
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Our Attendee
Event Attendee
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Our Organizer
TechWinter Events
Sofia Delacroix
Frequently Asked Questions
Frequently Asked Questions
Who should attend?
ML engineers, data scientists, platform engineers and technical leaders who want production-grade AI knowledge.
Are meals included?
Yes — lunch and refreshments are included for all ticket tiers. VIP includes a networking dinner.
Will sessions be recorded?
All main-stage sessions are recorded and shared with attendees within two weeks.
What is the refund policy?
Full refunds up to 14 days before the event; 50% up to 7 days before.