I will build ai agents, rag pipelines, mcp servers using langchain and langgraph


À propos de ce service
Most "AI agent" gigs configure a template. I build the actual system.
I'm a full-stack AI engineer who has shipped production multi-agent platforms orchestration, identity, and governance layers running real workflows, not demos.
WHAT I BUILD:
Custom AI Agents tool calling, memory, planning, reasoning
Multi-Agent Systems orchestration, task routing, handoffs
RAG Pipelines vector search, embeddings, hybrid retrieval
LLM Integrations OpenAI, Claude, Gemini, open-source models
Custom MCP Servers connect agents to your APIs & databases
AI Workflow Automation n8n, custom backend logic
Production Deployment FastAPI, Docker, AWS
TECH: LangChain, LangGraph, Python, FastAPI, Pinecone, Qdrant, PostgreSQL, AWS, n8n
WHY WORK WITH ME:
- Real backend architecture, not a no-code wrapper
- Production-tested systems, not prototypes
- Honest scoping I'll say if AI isn't the right fit
- Clean, documented code you actually own
PERFECT FOR: Startups building AI products, agencies needing internal AI tools, businesses automating workflows with real data.
Message me your use case I'll map out the right architecture first.
Découvrez Muhammad T
AI Prodcut Engineer
- DePakistan
- Membre depuisaoût 2026
- Temps de réponse moy.1 heure
Langues
Anglais
Mon portfolio
FAQ
What's the difference between a single agent and a multi-agent system?
A single agent handles one defined task end-to-end (e.g. answering questions from your docs). A multi-agent system has several agents that hand off work to each other (e.g. one agent qualifies a request, another executes it, a third verifies the output) — useful for more complex business workflows.
Do I need my own OpenAI/Claude API key?
Yes, you'll keep full ownership of your API keys, usage, and costs. I build and configure the system to run on your accounts.
Can this connect to my existing database or internal tools?
Yes, via custom MCP servers or direct API integration — this is one of my core specialties.
What if I'm not sure whether I need an agent, a RAG system, or plain automation?
Message me your use case before ordering — I'll tell you honestly which approach fits (and if a simpler n8n workflow would do the job cheaper, I'll say so).
