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Platform Architecture:
- Own the end-to-end architecture for a secure, modular local LLM platform with model gateways, RAG pipelines, and permission-aware retrieval.
- Build reusable APIs and SDKs that integrate with existing engineering workflows and tools.
Model Evaluation & Optimization:
- Evaluate open-weight models against company-specific tasks and optimize serving across CPU/GPU resources with quantization and caching.
- Establish automated evaluation pipelines for retrieval quality, factual accuracy, latency, and safety.
Production Operations:
- Deploy and operate containerized services on Kubernetes with CI/CD, observability, and incident response.
- Implement least-privilege tool-calling, input/output validation, and protections against prompt injection and data leakage.
Parallel Wireless
Parallel Wireless is a U.S.-based pioneer in Open RAN innovation, transforming how mobile networks are built and powered. The company is a leader in software-centric, hardware-agnostic network solutions with a focus on reducing complexity and total cost of ownership.