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docluv (Chris Love) · GitHub

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Working from home
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Working from home
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docluv/README.md

Chris Love

Senior AI Systems Engineer | LLM Architecture | RAG | Agentic Systems

I design and ship production-grade AI systems that integrate LLMs into real-world business workflows.

With 30+ years in software engineering and systems architecture, I specialize in building reliable, scalable backend platforms where AI augments — but does not replace — deterministic system logic.

🔍 Current Focus

  • Retrieval-Augmented Generation (RAG) pipelines
  • Agentic AI systems with controlled tool execution
  • Structured LLM outputs with schema validation
  • Multi-tenant SaaS architectures
  • Deterministic data + AI orchestration layers
  • Vector search and semantic retrieval
  • API-heavy backend systems (Node.js / TypeScript / Python)

🧠 Selected AI Systems

  • SharpAI – LLM-powered content intelligence system with vector retrieval (40K+ embedded documents)
  • IntentLens – AI-driven recommendation engine integrating product intelligence and structured output validation
  • Resume Intelligence Engine – Structured resume parsing and skills gap analysis pipeline using LLM function calling

(Additional case studies available upon request.)

🏗 Background

Before focusing on AI systems, I spent over two decades building scalable web platforms, SaaS systems, and enterprise architecture solutions — including regulated healthcare and financial environments.

Former Microsoft MVP
Speaker & technical author

📫 Contact

Website LinkedIn

I build AI systems that behave predictably, scale cleanly, and integrate safely into real-world workflows.

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