I will build agentic ai workflow automation with custom llm agents

M
m_saifcodes
M
m_saifcodes
Muhammad S
build agentic ai workflow automation with custom llm agents
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build agentic ai workflow automation with custom llm agents

About this gig

Most AI automations break the first time something unexpected happens. I build agents that hold up, because every tool in my stack is picked for production, not demos.


I'm Saif, A Full Stack Developer and AI Engineer having 8+ years of Experience.


WHY MY STACK MATTERS:


LangGraph: agents follow a controlled graph with checkpoints, retries and human approval, so they never go off-script

FastAPI: async Python APIs that handle many requests at once, with auto-generated docs

PostgreSQL + Redis: lasting memory and fast caching, so agents keep context and respond quickly

Vector databases (RAG): answers come from your own documents, which cuts hallucinations

Model-agnostic: switch between OpenAI, Claude, Gemini or open-source models without a rebuild

AWS or your server: you own the code, data and hosting


WHAT I AUTOMATE:

Lead qualification and CRM updates

Email and WhatsApp triage with drafted replies

PDF and document data extraction

Support agents trained on your docs


EVERY BUILD INCLUDES:

Workflow map before coding

Logging and error handling

Source code and walkthrough video

Message me first so we can scope your workflow.

  • AI engine

    • ChatGPT
    • Claude
    • Gemini
    • Azure OpenAI
    • AWS Bedrock
    • Vertex AI
    • Grok
    • OpenRouter

  • Tools & frameworks

    • LangChain
    • LangGraph
    • CrewAI
    • Microsoft AutoGen
    • OpenAI Agents SDK
    • Google ADK
    • Agno
    • n8n

  • AI solution type

    • AI agent
    • AI chatbot
    • Rag system
    • AI workflow
    • AI assistant
    • Internal AI tool

  • Purpose

    • Customer support
    • Sales assistance
    • Lead generation
    • Document processing
    • Data analysis
    • Reporting
    • Internal operations
    • Project management

Get to know Muhammad S

Muhammad S

Full Stack Developer And AI Engineer

  • FromPakistan
  • Member sinceOct 2026
  • Avg. response time1 hour

  • Languages

    Urdu, Punjabi, English
I am an AI engineer and full-stack developer specializing in building RAG applications, AI agents, and SaaS platforms. I have extensive experience with Python, FastAPI, Next.js, and TypeScript, spanning document-grounded chat, LLM integration, and production infrastructure deployment.

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