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ahmad2b/README.md

Muhammad Ahmad

AI Engineer · building reliable AI agents // AI workers

I build agentic systems that go beyond impressive demos: tool-calling, retrieval, streaming UX, voice interfaces, and service boundaries that hold up in production.

My current focus is agent reliability: making AI agents easier to operate, measure, debug, and trust when they hit real users, real tools, and real workflows.

What I build today

  • LangGraph and OpenAI Agents SDK
  • RAG pipelines with Postgres, pgvector, hybrid search, and evaluation
  • Streaming agent interfaces with FastAPI, Next.js, and the Vercel AI SDK
  • Voice AI agents with LiveKit and real-time orchestration

What I'm focused on now

Taking those agents from demo to dependable: evals, guardrails, durable execution, observability, and human-in-the-loop on the actions that touch real data or money.

Recent Work

  • Contributed to LangGraph Open Canvas
  • Built AI agent systems for multiple startups in 2025
  • Specialty: Multi-agent workflows, canvas-style UX, voice AI integration

Open Source

Current direction

AI agents are becoming digital workers, but the useful version is not magic autonomy. It is scoped tools, measured quality, reliable execution, approval gates where they matter, and systems a team can replay and debug after something goes wrong. That is the layer I care about building.

Tech stack

Paperclip · LangGraph · OpenAI Agents SDK · Vercel AI SDK · RAG · pgvector · Python · FastAPI · SQLModel · PostgreSQL · Next.js · TypeScript · React · Docker

Contact

Open to selected freelance and consulting work around reliable AI agents, AI workers, and agentic product systems.

📧 ahmadshaukat_4@outlook.com
💼 LinkedIn
🐦 X/Twitter

Pinned Loading

  1. postbot3000 postbot3000 Public

    PostBot 3000 is an open-source project that shows how to build a powerful AI agent and stream responses and generate artifacts. This project makes it easier for anyone looking to implement similar …

    TypeScript 293 34

  2. customer-feedback-analysis-ai-agent customer-feedback-analysis-ai-agent Public

    This project is a Customer Feedback Analysis AI Agent that do analysis, generates insights and action items based on customer feedback.

    TypeScript 13 6

  3. devraftel/aix devraftel/aix Public

    Create interactive quizzes dynamically with all type of Questions, and immediately get personalised feedback & adaptive learning path for each attempted question.

    TypeScript 11 5

  4. devraftel/nivx devraftel/nivx Public

    Voice First Digital Ecommerce Assistant

    TypeScript 7 4

  5. kly-backend kly-backend Public

    Kly.lol is a URL shortener service powered by Gemini with FastAPI and Next.js.

    Python 2

  6. kly-frontend kly-frontend Public

    AI URL shortener

    TypeScript 1