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Muhammad Hamdan Rauf

AI Engineer building production-focused LLM applications, RAG systems, AI agents, voice AI platforms and intelligent automation products.

About Me

  • AI Engineer at the National IT Board
  • Co-Founder and AI Product Engineer at The Three Tier
  • Building VoiceStream Intelligence Platform (VSIP)
  • Bachelor of Software Engineering from FAST-NUCES Islamabad
  • Interested in production AI systems, intelligent automation and scalable AI products

Current Focus

  • Large Language Model applications
  • Retrieval-Augmented Generation
  • AI agents
  • Voice AI systems
  • Prompt engineering and AI evaluation
  • API integrations and workflow automation
  • Production deployment of AI applications

Core Technologies

AI and LLMs

Python, OpenAI SDK, Gemini, Claude, Qwen, RAG, embeddings, vector databases, prompt engineering and AI agents

Backend

FastAPI, Node.js, Express.js, NestJS, REST APIs and WebSockets

Frontend

Next.js, React, TypeScript and Tailwind CSS

Data and Infrastructure

PostgreSQL, MongoDB, DuckDB, Docker, Linux, GitHub Actions and vector stores

Automation

n8n, Zapier, Make and WhatsApp Business API

Featured Projects

VoiceStream Intelligence Platform

A real-time voice intelligence layer for AI agents, focused on voice streaming, speaker and turn detection, interruption handling, structured session events and low-latency integrations.

Status: Currently in development at The Three Tier.

AI API Gateway

A multi-provider AI gateway for managing model requests, usage tracking, cost monitoring, access controls, rate limits and provider fallback across different LLM platforms.

AI Business Intelligence Copilot

An AI-powered analytics platform that transforms business data into dashboards, insights, anomaly detection, KPI recommendations and forecasting workflows.

Intelligent Research Canvas

A collaborative AI research workspace that transforms research PDFs into interactive knowledge graphs, ranked insights, document-grounded conversations and structured reports.

Fuel Complaint WhatsApp Bot

A WhatsApp-based complaint-management workflow supporting complaint registration, status tracking, media uploads and administrative processing.

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