I will build a customized llm based automation agent

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Ata M

About this gig

Do you need a powerful AI agent (chatbot or automation) tailored to your business data?

I'm Mustafa, with a Masters in Computer Science specializing in Deep Learning, Computer Vision & NLP plus hands-on experience building LLM applications, LangChain agents, and deploying ML systems.

What I offer:

  • A custom LLM-powered agent (via LangChain / LangGraph / Hugging Face) built to your use case (e.g., document Q&A, website chat, customer support automation).
  • Data ingestion: Ill take your documents, website links, FAQ, or database and build the knowledge base.
  • Agent design: I configure prompts, roles, retrieval-augmented generation (RAG) if needed, and integrate with your UI/web/app.
  • Deployment: The agent can be deployed via Flask/FastAPI or integrated into your workflow (Slack/WhatsApp/website) and/or containerised with Docker.
  • Optional extras: Fine-tuning, multi-agent flows, voice integration, dashboard, metrics.

Why choose me?

  • Solid academic background + many relevant online certifications (LangChain, AI Agents, MLOps, Docker).
  • I build not only the model but the full working system: data agent deployment.
  • Clear deliverables, good communication, clean code and documentation.

Get to know Ata M

Ata M

ML Engineer o LLM Based Agent o Computer Vision o Workflow Automation

  • FromPakistan
  • Member sinceJun 2016
  • Languages

    English
AI/ML Specialist (M.S., Deep Learning, CV, NLP/LLMs). I deliver full-stack, production-ready solutions (data ingestion to MLOps/Docker/CI/CD). Proven results: AI Agent to Perform QA in Realtime with industrial plant Vision Transformer depth estimator. SciFive LLM fine-tuning (medical domain Q&A). UAV anomaly detection system. I offer: Custom vision systems, domain-specific LLM agents, and complete MLOps pipelines. I focus on solving your business problem, not just delivering a model. Let's collaborate.