I will build an ai agent or automation system with langgraph and python

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yantralab
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yantralab
Jay K

About this gig

Need an AI agent that actually does the work instead of just chatting? I build multi-agent systems in Python that plan, use your tools and hand back real output.


What I build:

- Multi-agent workflows with LangGraph: planner, worker and reviewer agents

- Tool use: your APIs, databases, files, spreadsheets and web search

- RAG assistants that answer from your own documents

- Memory, retries, logging and human-in-the-loop approval steps

- A simple UI or API endpoint so your team can actually use it

- Local LLM setups with Ollama when data must stay on your machine


Models: OpenAI, Anthropic Claude, Gemini or open models. You keep your own API keys.


Tools: Python, LangGraph, LangChain, FastAPI, SQLite/Postgres, Docker.


What I need from you:

- What task should the agent do, start to finish

- Which tools, files or APIs it must reach

- An example of a good result


I start with a short plan and a working demo of the core loop, then build the rest in milestones. You get clean, documented code you can run yourself.


Message me with your use case and I'll tell you honestly whether an agent is the right tool for it.

Get to know Jay K

Jay K

Robotics Simulation and AI Agent Engineer

  • FromSri Lanka
  • Member sinceSep 2026
  • Languages

    Sinhala, English
I build robot simulations and AI agent systems that work in practice, not just demos. I'm a robotics engineer with a mechatronics background and 2+ years of hands-on robotics R&D: CAD to URDF/MJCF/USD robot models, Isaac Sim, Isaac Lab, MuJoCo, Webots and reinforcement learning for robots. I also build multi-agent LLM apps with LangGraph and Python. I work in clear milestones, share working results at each step and deliver clean, documented code. Message me with what you're building and I'll reply with a plan.

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