Applied AI & Machine Learning Summit 2026

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

9:00 - 10:00 Main Hall

Opening Keynote: The State of Applied AI

Where applied ML is heading in the next 3 years.

Dr. Amelia Hart

10:30 - 12:00 Room A

Graph Neural Networks in Production

Design, train and deploy GNNs at scale.

Dr. Amelia Hart

9:30 - 11:00 Room B

High-Throughput Data Pipelines

Stream-first architectures for ML workloads.

13:00 - 14:30 Room A

Developer Experience for ML Tooling

Make inference APIs a joy to build against.

10:00 - 11:30 Main Hall

Scaling to Millions of Requests

Cache, batch and scale from prototype to production.

Dr. Amelia Hart

14:00 - 15:30 Lounge

Closing Panel & Networking

Q&A with all speakers, then open networking.

Dr. Amelia Hart

Orador

Dr. Amelia Hart

Chief AI Scientist, DeepGraph Labs

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.

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