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Kenneth Young
Senior Site Reliability Engineer specializing in production LLM/RAG deployments
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Built and operationalized an internal LLM/RAG system for engineering specs—starting with an at-home prototype using real ERP documents, then securing hardware, standing up a GPU/software stack, and deploying through UAT to production. Identified organizational gaps (no shared spec repository) and created a queryable RAG database that reportedly cut document discovery from days/weeks to minutes, while also resolving retrieval issues via improved PDF-aware chunking.
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Key Strengths
- Took an LLM/RAG concept from at-home prototype to production-ready platform (including GPU stack setup)
- Built a searchable engineering-spec repository (RAG database) to break down silos across business units
- Delivered major efficiency gains: reduced spec-finding time from days/weeks to minutes
- Strong real-time troubleshooting: diagnosed missing-results issue to PDF pagination/chunking and implemented a validated fix
- Production discipline: POC → dev/test → UAT with engineers → production deployment
- Pragmatic hardware decision-making under constraints (returned too-new GPU; negotiated vendor deal for established card)
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