Services
AI engineering services
Contract AI engineering for startups and AI teams: agents, LangGraph, MCP, RAG and GraphRAG, LLM evaluation, automation, audits and prototype-to-production.
Three fixed-scope engagements
Every service below is delivered as one of these. Scope, timeline and price are agreed in writing before work starts.
AI / LLM Technical Audit
5 working days · Starting at $400
A technical audit for an existing AI feature that is unreliable, expensive, slow, or difficult to evaluate.
AI Agent Engineering Sprint
7–10 working days · Starting at $1,200
A fixed-scope engineering sprint for teams whose AI agent or RAG prototype needs to become more reliable and production-ready.
Prototype → Production AI Sprint
3–4 weeks · Starting at $2,500
Take an existing AI prototype toward production with architecture, orchestration, evaluation, observability, cost controls, security, and deployment.
Service areas
AI agent development
AI agent development
Hire an AI agent developer for production work: LangGraph orchestration, hardened tool calling, MCP and RAG integration, tests and Docker, fixed-scope sprint.
LangGraph development
LangGraph development
LangGraph developer for production agent workflows: typed state, checkpointing, human-in-the-loop interrupts, supervisor graphs and tests, fixed-scope sprint.
MCP development
MCP development
MCP server development for SaaS and AI teams: expose your product to agents with OAuth, per-tool consent, a tool-call ledger and tests in a fixed-scope sprint.
RAG development
RAG development for production systems
RAG development by Matin Labkhandagh for CTOs and AI teams: retrieval diagnosis, reranking, grounding filters and a RAGAS harness, as a fixed-scope sprint.
GraphRAG development
GraphRAG development on Neo4j
GraphRAG development by Matin Labkhandagh: Neo4j graph schema, hybrid graph plus vector retrieval, reranking and RAGAS evaluation for multi-hop questions.
LLM evaluation
LLM evaluation engineering
LLM evaluation engineering by Matin Labkhandagh for RAG and agent teams: golden sets, RAGAS, claim-level LLM-as-a-Judge, agent trajectory checks and CI gates.
AI automation development
AI automation development
AI workflow automation by Matin Labkhandagh: MCP servers and LangGraph that let an AI operator run admin, marketing, SMS and reporting workflows safely.
AI technical audit
AI / LLM technical audit
AI / LLM technical audit in 5 working days, starting at $400: architecture, RAG, tool calling, prompts, hallucination, latency, token cost and a roadmap.
AI prototype to production
Prototype to production AI sprint
A 3–4 week sprint, starting at $2,500, that takes an AI prototype to production: orchestration, evaluation, observability, cost controls, security, deployment.