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  • Data Orchestrator labs
  • Dubai , UAE
  • Joined Jul 13, 2026

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orchestrator-labs/README.md

| Principal Infrastructure Architecture | Orchestrator Labs

We deploy proprietary, pre-compiled memory-isolation nodes into enterprise AI pipelines to eliminate high-volume server/GPU crashes (OOM, page-straddling, worker timeouts) and optimize dynamic data ingestion.

The Production Pipeline Hardening Sprint

A fixed-scope, 5-day engineering intervention for high-throughput vLLM, PyTorch, or distributed Ray clusters.

-> Scope: Isolate worker process lifecycles, enforce deterministic cgroup limits, and stop heap fragmentation.

-> Pricing: $5,000 USD flat upfront retainer.

-> Availability: 2 technical slots remaining prior to Q4 relocation.

Inquiries: srinivasulu.data.ops@gmail.com

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