Service

AI Solutions

Focused AI features built around a defined use case and trusted data.

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How I can help

I help scope the use case, select an appropriate model, connect trusted data through retrieval, and expose the feature through a clean API with evaluation and deployment considered from the start.

Typical deliverables

  • check_circleModel selection and evaluation
  • check_circleRAG pipeline with vector search
  • check_circleLocal/cloud LLM setup and model gateway
  • check_circleScoped, source-referenced answers
  • check_circleProduction-ready API endpoints

Working approach

01Scope the use case
02Prepare and index data
03Wire retrieval + model
04Harden the API
05Ship and monitor

Tools I work with

QdrantLiteLLMllama.cppMCPNode.jsTypeScript