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Gregory Walton
Senior Software Engineer specializing in SRE, cloud automation, and reliability tooling
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About
Technically oriented builder focused on taking ambiguous LLM/agentic workflow needs from scoped problem definition to iterative prototypes, with emphasis on edge cases and customer feedback. Has hands-on experience debugging RAG/agent systems, including resolving a real integration issue involving search query quoting differences between manual search and an API, and is comfortable fielding deep developer Q&A in demos.
Experience
Key Strengths
- Strong discovery/scoping with customers (edge cases, constraints, in/out of scope)
- Iterative prototyping with frequent customer feedback loops
- Technical troubleshooting of LLM/RAG workflows (data corruption checks, context window limits, retrieval correctness)
- Hands-on debugging across LLM agent behavior and external search/API providers (quote-handling issue)
- Technical demo approach optimized for developer audiences (deep technical prep, extended Q&A)
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