Maitrik Patel
Employers on the program
- 2026Apple1 talk
The year around now
Talks in the past 12 months and announced talks ahead, one row per conference, January to December. Hover a mark for the talk.
Appearances by year
- MLOps World (Machine Learning in Production)
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Nov 17, 2026 | 7th Annual MLOps World | GenAI Summit 2026 | MLOps World (Machine Learning in Production) | speaker | One Orchestration Layer for All: Unifying Batch ML, Real-Time Inference, and Agent Workflows in Production as Apple Running ML training, AI inference, and agent workflows on three separate orchestration systems is an operational debt that compounds with every new workload…Show lessRunning ML training, AI inference, and agent workflows on three separate orchestration systems is an operational debt that compounds with every new workload type – one system per abstraction means three on-call rotations, three observability stacks, and three onboarding paths. We collapsed this to a single execution layer by designing a type-safe task interface that accommodates non-deterministic agent execution alongside deterministic ML pipelines, backed by container-native isolation and a workload-aware shared scheduler. |
Frequent co-speakers
No one else spoke at two or more of the same events.
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.