MUHAMMAD
NOUMAN

AI Agent & Automation Engineer

Top Rated on Upwork · 100% Job Success

Your team is doing work AI should have automated last year

I build production AI agents, voice agents, and RAG systems that plug into your real stack, your CRM, database, calendar, ERP, and run 24/7. Not prototypes. 

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About Me

intro

I've spent 7+ years shipping production software, and the last two building AI systems that run inside real businesses. I've built an LLM data platform for a US healthcare AI company, an AI document-intelligence engine that turned hours of manual review into minutes, a multi-model AI assessment platform live in production, and a custom MCP server that lets AI agents query live operational data in plain English.

Most AI builders hand you a workflow and disappear. I ship the agent and the product around it: the app, the integrations, the dashboard, the data layer. The AI is usually the easy half. The value is in systems that write into your actual database, book into your actual calendar, and hold up when real users hit them at 2am.

Services

What I Do
AI Agents & Multi-Agent Systems

Custom AI agents that reason, call tools, and complete multi-step work autonomously. Built with LangChain and LangGraph: stateful workflows, tool calling, structured outputs, and human-in-the-loop checkpoints where accuracy matters more than speed.

Voice AI & Conversational Agents

AI voice and SMS agents that answer calls 24/7, hold real conversations, and book directly into live calendars. Intent classification, escalation routing, CRM handoff, and latency tuning, integrated with your actual systems rather than a template demo.

MCP Servers & AI Integration

The hard part of AI isn't the model, it's connecting it to your systems. I build custom MCP servers and API layers that expose your live data, work orders, records, inventory, customers, so agents can query and act on it in natural language.

RAG & Document Intelligence

Turn private data into an intelligent knowledge layer. Vector search, embedding and chunking strategy, and extraction pipelines that classify documents, pull every field with confidence scores, and flag anomalies for review, with audit trails throughout.

AI-Native Web Applications

Full-stack products with AI built into the core, not bolted on: Next.js, React, TypeScript, Node.js, Supabase, PostgreSQL. Dashboards, portals, and SaaS platforms designed around the AI workflow instead of hiding it behind a chat box.

Workflow Automation

n8n and API-orchestrated pipelines that connect CRMs, databases, messaging, and LLM steps into unattended workflows. Built with error handling, retries, and approval gates so they keep running when you're not watching.

The Stack I Build With

AI & Agents

  • LangChain
  • LangGraph
  • OpenAI API
  • Claude API
  • Gemini API
  • MCP
  • Multi-agent orchestration
  • Tool calling
  • Structured outputs

Voice & Conversational

  • Retell
  • Vapi
  • ElevenLabs
  • Twilio
  • Real-time conversation handling

RAG & Data

  • pgvector
  • Pinecone
  • Embeddings
  • Chunking strategy
  • OCR & PDF extraction
  • Confidence scoring

Automation

  • n8n
  • Webhook orchestration
  • CRM & API integrations
  • Human-in-the-loop workflows

Full-Stack Product

  • Next.js
  • React
  • Django
  • Python
  • TypeScript
  • Supabase
  • PostgreSQL
  • MongoDB
  • React Native
  • Shadcn/ui

Portfolio

Custom Solutions for Businesses

MCP Server + AI Agent for Field Operations

Built a custom MCP server that exposes live operational data to AI agents: work orders, device readings, equipment history, customers, invoices, and geofences, all queryable in natural language.

Field teams and managers ask questions in plain English and get answers pulled from live data, with no dashboard hunting. MCP, Supabase, PostgreSQL, TypeScript.

AI Tax Document Intelligence Engine

Built the AI engine inside a US CPA practice-management SaaS. A three-layer pipeline classifies incoming tax documents (W-2, 1099, K-1, returns), extracts every field with confidence scores and audit-trail source text, then runs cross-document analysis to surface missed deductions and audit risk.

Manual document review dropped from hours per client to minutes, with a "needs review" queue so professionals only touch what actually requires judgement. Gemini API, OCR, structured extraction, PostgreSQL.

Healthcare AI Platform: Clinician Portal

Built the complete platform for a US healthcare AI company developing an LLM for addiction-treatment clinicians: clinician application and onboarding for a 2,000-member initiative, structured LLM fine-tuning data contribution workflows, role-based admin dashboard, and a member portal.

Three interconnected products on one stack: marketing site, clinician member portal, and full alliance-management dashboard. Next.js, Supabase, TypeScript, TanStack Query, Inngest.

AI Movement Analysis & RAG Platform

AI health platform running 3D MAP movement assessments: on-device pose estimation analyses body movement in real time and feeds a multi-model AI pipeline that generates personalised corrective plans. OCR document intake, server-side video analysis, privacy-first architecture.

A RAG layer grounds every AI recommendation in a curated corpus of assessment protocols and corrective-exercise knowledge, so plans are retrieved from vetted source material rather than generated from model memory. RAG and vector search, OpenAI, Gemini and Claude APIs, Next.js, TypeScript, Supabase, PostgreSQL. Live in production.

Transcure EMR medical system

Built a complete Electronic Medical Records platform from scratch as founding engineer: patient appointment booking, calendar-based clinic scheduling, doctor encounter management, drag-and-drop clinical workflows, and print-ready medical documents. Plus a TCM (Transition Care Management) system for hospitals.

Proof that AI and automation can be integrated into systems where data correctness is not optional. React, Redux Toolkit, FullCalendar, React-DnD, MERN.

Digital-only Asset Management

Built Pakistan’s first digital-only Asset Management Company licensed by the Securities and Exchange Commission of Pakistan (SECP), and a member of Mutual Funds Association of Pakistan (MUFAP).

Worked on the product while utilizing typescript,redux toolkit,react query, tailwindcss and advanced AI analytics

Designed CMSs and CRMs experience while utilizing complex charts and graphs, along with REST api data integrations.

Componly: Simplifying Data for Businesses

Componly, a web-based data management platform, uses React, React Query, and Node.js to streamline complex data processes, boosting operational efficiency and strategic decision-making.

The platform's intuitive interface facilitates easy access, enhancing user experience and productivity while delivering actionable insights.

A Safer Property Investment Platform

Kudo Property revolutionizes real estate investment with a user-friendly platform that ensures direct ownership and secure, transparent transactions.

By streamlining the investment process, it boosts efficiency and reduces risks, enhancing investor confidence and returns.

Bilet Ajandası - Travel & Booking Platform

I developed Bilet Ajandası, a complete travel booking platform for a Turkish company that provides flight, hotel, bus ticket, and tour reservations in one place.

The platform was built with Next.js, MongoDB, Redux, and React Query, ensuring fast performance, real-time data handling, and a seamless booking experience. My role was to design and implement both the front-end and back-end, delivering a secure, scalable, and user-friendly system.

Today, Bilet Ajandası helps thousands of travelers in Turkey plan their journeys with ease, offering a modern interface and reliable functionality tailored to the local market.

Let's find out what your team should stop doing manually

Book an AI Automation Audit and I'll map your workflow, identify the highest-ROI automation targets, and tell you honestly what AI should and shouldn't touch.

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