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InferenceSession
Vertical Mobility: Building an AI Inference Platform That Scales from MVP to Trillion-Parameter Workloads
Rita Zhang, Sitanshu Gupta
- When
- Thursday, July 212:05 PM – 12:25 PM · 20 min
- Where
- Track 9San Francisco, CA · imported from ai.engineer's public schedule feed
About this session
The future of AI inference is not one-size-fits-all. This talk explores a multi-tiered architecture that supports the full AI lifecycle, from rapid, pay-per-token experimentation to dedicated, SLO-bound production and extreme-scale, self-managed deployments. Learn about lessons learned from CoreWeave’s inference stack as performance, cost, and control requirements evolve.
Speakers (2)
Rita Zhang
Coreweave
Rita Zhang works on CoreWeave's inference platform and AI/ML workload infrastructure. Her background includes principal software engineering work at Microsoft on cloud-native and AI platform systems.
Sitanshu Gupta
Coreweave
More in Inference
- Operating Distributed Inference Systems at ScaleThursday, July 2 · 10:45 AM – 11:05 AM · Track 9
- Routing LLM Inference in Production: From Engine Signals to PolicyThursday, July 2 · 11:10 AM – 11:30 AM · Track 9
- Are LLM Performance Benchmarks Reliable?Thursday, July 2 · 11:40 AM – 12:00 PM · Track 9
- All the Things We Have to Do to Satisfy Your Insatiable Need for TokensThursday, July 2 · 11:40 AM – 12:00 PM · Leadership 1
- Stop Model Shopping: Why Ownership Beats Choice in the Agent StackThursday, July 2 · 12:05 PM – 12:25 PM · Leadership 1
For developers: this programme is open data — JSON, iCal, schedule XML and an MCP endpoint.Show endpointsHide
- JSONEvery published session and speaker, in one request./aie-worldsfair-2026-import/feed.json
- iCalSubscribe in Google, Apple or Outlook Calendar./aie-worldsfair-2026-import/feed.ics
- Schedule XMLfrab / pentabarf — the format conference apps import./aie-worldsfair-2026-import/feed.xml
- MCP + RESTPoint Claude at the programme. OpenAPI 3.1 included./agents
No key, no signup, CORS open. Everything here is generated from the same data the organisers edit.