MuhammadHamza Nadeem
AI-First Full Stack Engineer
Building AI-first, production-grade full-stack applications with modern web technologies, LLM-powered pipelines, and scalable deployment workflows.

About me
I'm an AI Full Stack Engineer with a strong focus on building AI-first, production-grade full-stack applications.
I specialize in designing and developing intelligent systems that combine modern web technologies with LLM-powered pipelines.
My experience includes building RAG systems, agentic workflows, and multimodal AI applications using frameworks like LangChain and LangGraph, along with integrating APIs from OpenAI, Vertex AI, and other LLM providers. I enjoy working across the full stack - from UI development to backend architecture, vector databases, and cloud deployment.
I am particularly interested in building scalable AI systems, optimizing retrieval pipelines, and deploying real-world applications that use LLMs beyond simple chat interfaces.
Islamabad, Pakistan
hamzaatwork2000@gmail.comWhat I do
Full-Stack Development
Building production web interfaces and full-stack applications with modern frontend architecture.
AI & LLM Systems
Designing LLM-powered systems, RAG workflows, and multimodal AI applications.
Cloud & DevOps
Shipping scalable infrastructure, deployment pipelines, and cloud-connected applications.
What I work with
Frontend
- HTML5
- CSS3
- JavaScript
- React.js
- Next.js
- Vite
- Responsive Design
Backend
- Node.js
- FastAPI
- Flask
- Python
- REST API
AI & Data
- LangChain
- LangGraph
- RAG Systems
- LlamaIndex
- FAISS
- Vector Databases
- OpenAI / Vertex AI
- CLIP
- BLIP
Databases
- PostgreSQL
- Supabase
- SQL
Cloud & DevOps
- Docker
- AWS EC2
- GitHub Actions
Tools
- Git
- Streamlit
- FFmpeg
- MoviePy
- CLIP
- BLIP
Education
Bachelor of Science in Computer Science
2022 - 2026Islamabad, Pakistan
Technical Proficiency
Frontend
92%
Backend
88%
AI & Data Engineering
85%
Programming
90%
DevOps
78%
Mobile Development
72%
Where I've worked
AI Full Stack Engineer
June 2025 - August 2025- Developed and maintained full-stack web applications across frontend, backend, and database layers using modern web technologies.
- Designed and implemented RESTful APIs for efficient client-server communication and scalable system architecture.
- Integrated AI models into production workflows to enhance application intelligence and user experience.
- Built responsive and dynamic user interfaces ensuring seamless interaction with backend services.
- Contributed to CI/CD pipelines and deployment workflows, improving release efficiency and reliability.
- Participated in the end-to-end software development lifecycle, from design and development to deployment and maintenance.
MERN Engineer
May 2024 - August 2024
- Developed full-stack web applications using the MERN stack (MongoDB, Express.js, React, Node.js).
- Built secure authentication and form validation systems using React Hooks and Yup validation schemas.
- Designed and implemented responsive UI components using the Berry Template for improved user experience.
- Developed an interactive sports gaming application focused on performance and user engagement.
- Managed MongoDB database integration with backend services, ensuring efficient and reliable data flow.
- Collaborated with cross-functional team members to deliver scalable and production-ready web solutions.
Selected work
Smart Outdoor Activity Planner
AI · Planning · Full-StackAn AI-assisted outdoor activity planner built with FastAPI, LangGraph, LangChain, React, and Vite. It combines weather data, OpenAI-compatible LLM tooling, and a lightweight frontend to help users plan activities more confidently.
- FastAPI 0.115
- Uvicorn
- LangGraph 0.2
- LangChain 0.3
- langchain-openai
- Groq
- OpenWeatherMap
- Pydantic v2
- pydantic-settings
- React 18
- Vite 6
- TailwindCSS 3
- Axios
- lucide-react
- Docker
- Docker Compose
Learning Management System
Next.js · Full-Stack · LMSA full learning-management system where students can browse and buy courses, watch video lessons, track progress, and earn signed certificates when they finish a course. Educators can publish courses, and admins manage everything from a special dashboard.
- Next.js
- TypeScript
- Tailwind CSS
- TanStack Query
- Node.js
- Express
- MongoDB
- Mongoose
- Cloudinary
- Stripe
- JWT
- Bcrypt
NextMart
Next.js · E-commerce · Full-StackA modern e-commerce platform built with Next.js 14 and React, featuring server-side rendering, cart and wishlist management, secure payments, real-time chat, product media handling, and cloud-based deployment.
- Next.js 14
- React
- TypeScript
- Tailwind CSS
- Redux Toolkit
- Node.js
- Express
- MongoDB
- Stripe
- Cloudinary
- Socket.IO
- Nodemailer
- Vercel
- Render
MultiVendor
React · E-commerce · Full-StackA multi-vendor e-commerce platform where customers can shop, pay with Stripe or PayPal, choose cash on delivery, and chat in real time with sellers. It includes image storage, email notifications, and cloud deployment for both frontend and backend.
- React
- Tailwind CSS
- Node.js
- Express
- MongoDB
- Stripe
- PayPal
- Cloudinary
- Socket.IO
- Nodemailer
- Vercel
- Render
School Management System
Next.js · School Management · Full-StackA modern school management platform built with Next.js 14, React, and TypeScript, featuring secure authentication, database-backed data flows, calendar views, and charts for better school operations.
- Next.js 14
- React
- TypeScript
- Tailwind CSS
- Prisma
- MongoDB
- NextAuth.js
- Recharts
- React Calendar
Real Estate Marketplace
React · Real Estate · Full-StackA real estate marketplace built with React, Redux Toolkit, React Router, Bootstrap, Vite, Node.js, Express, Mongoose, JWT, Nodemailer, and Cloudinary for image uploads. It supports secure authentication, image storage, and a responsive browsing experience for property listings.
- React 18
- Redux Toolkit
- React Router 6
- Bootstrap 5
- Vite
- Node.js
- Express 4
- Mongoose 8
- JWT
- Nodemailer
- MongoDB
- Cloudinary
CareerCompass
React · Career Platform · FrontendA career guidance platform built with React and modern state management tools, focused on responsive UI, smooth motion, and maintainable frontend architecture.
- React 19 (Vite)
- React Router DOM
- Redux Toolkit
- React Redux
- Context API
- Axios
- Tailwind CSS
- React Icons
- Framer Motion
- ESLint
- Prettier
- Vercel
Admin Dashboard (Typescript)
React · Admin Dashboard · Full-StackA modern admin dashboard built with Vite, React, TypeScript, Sass, and Express, with routing, icons, environment-based configuration, and a clean interface for managing application workflows.
- Vite 8
- React 19
- React Router DOM 7
- TypeScript 6
- Sass
- React Icons
- React Compiler
- Express 4
- tsx
- cors
- dotenv
Blog
React · Blog · Full-StackA modern blog platform with a React frontend and Node.js backend, supporting rich text publishing, secure authentication, file uploads, rate limiting, and cloud-hosted data.
- Node.js
- Express
- MongoDB Atlas
- Mongoose
- React 19
- Vite
- Tailwind CSS v4
- React Quill
- React Router v7
- Axios
- JWT
- Multer
- Helmet
- express-rate-limit
Mern E-commerce
MERN · E-commerce · BackendA MERN e-commerce backend and API focused on secure authentication, product and order data, password resets, and email notifications.
- Node.js
- Express 5
- MongoDB
- Mongoose
- JWT
- bcryptjs
- Nodemailer
- cookie-parser
Currency Exchange Website
FastAPI · React · Full-StackA full-stack currency exchange website with a FastAPI backend for exchange-rate simulation and a React frontend for the user experience, with Dockerized deployment support.
- FastAPI
- React
- Docker
- Docker Compose
- MongoDB
- Mongoose
- JWT
- Axios
DevSecOps CI/CD Pipeline for Netflix Application
Full-Stack · Deployment · CloudBuild production-ready AI applications with full-stack architecture and scalable deployment.
- Next.js
- FastAPI
- PostgreSQL
- Docker
- AWS EC2
- GitHub Actions
AI Video Generation Pipeline
AI Agents · LangGraph · AutomationAutomate end-to-end creation of structured animated videos from a simple text prompt.
- LangGraph
- FastAPI
- OpenAI API
- TTS
- FFmpeg
- Python
FeaturedFile Upload Microservices
Backend · Microservices · File ProcessingA microservices-based file upload system for handling file ingestion, processing, and storage across separated services with a focused backend workflow.
- Node.js
- Express
- MongoDB
- Microservices
- REST API
- Docker
FeaturedServerless Order System
Cloud · Serverless · AutomationA serverless order-processing architecture designed around API Gateway, Lambda, queues, notifications, and cloud-managed storage for scalable fulfillment workflows.
- AWS Lambda
- API Gateway
- SQS
- SNS
- DynamoDB
- IAM
RAG Benchmarking & Evaluation System
RAG Research · Evaluation · LLM SystemsCompare and evaluate multiple retrieval strategies to identify the most effective RAG architecture.
- Python
- FAISS
- LangChain
- GraphRAG
- Flask
- React
Multimodal PDF RAG Assistant
AI · RAG · Multimodal SystemsBuild an intelligent system capable of answering questions from PDFs containing text, tables, and images with high retrieval accuracy.
- LangChain
- LlamaIndex
- FAISS
- CLIP
- BLIP
- Python
- Streamlit
Food Recipe App
React · API · FrontendBuild a modern recipe search application with detailed recipe information and favorites management.
- React
- React Router
- Forkify API
- JavaScript
- CSS
Weather App
React · API · FrontendBuild a responsive weather application that provides real-time weather information for any city.
- React
- OpenWeather API
- JavaScript
- CSS
- REST API
Northern Pakistan Travel Website
React · Frontend · ResponsiveBuild a fully responsive travel website showcasing tourist destinations across Northern Pakistan.
- React
- Vite
- JavaScript
- HTML5
- CSS3
- Responsive Design
Get in touch
I’m currently open to new opportunities and collaborations — feel free to reach out.








