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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.

Muhammad Hamza Nadeem portrait
Open to opportunities
02.About

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.com
Python
FastAPI
Node.js
Next.js
React.js
LangChain
LangGraph
RAG Systems
Vector Databases
OpenAI / Vertex AI
Docker
AWS EC2
PostgreSQL
Supabase
03.Services

What I do

01

Full-Stack Development

Building production web interfaces and full-stack applications with modern frontend architecture.

02

AI & LLM Systems

Designing LLM-powered systems, RAG workflows, and multimodal AI applications.

03

Cloud & DevOps

Shipping scalable infrastructure, deployment pipelines, and cloud-connected applications.

04.Skills

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
05.Education

Education

FAST-NUCES logo

Bachelor of Science in Computer Science

2022 - 2026
FAST-NUCES

Islamabad, Pakistan

AINLPGenerative AIAgentic AIDeep Learning
06.Proficiency

Technical Proficiency

Frontend

92%

Backend

88%

AI & Data Engineering

85%

Programming

90%

DevOps

78%

Mobile Development

72%

08.Experience

Where I've worked

AI Full Stack Engineer

June 2025 - August 2025
Blunder Bot Technologies logo
  • 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.
REST APICI/CD

MERN Engineer

May 2024 - August 2024
Codistan VenturesIslamabad, Pakistan
Codistan Ventures logo
  • 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.
MongoDBExpress.jsReactNode.jsYup
07.Projects

Selected work

Featured

Smart Outdoor Activity Planner

AI · Planning · Full-Stack

An 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
Featured

Learning Management System

Next.js · Full-Stack · LMS

A 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
Featured

NextMart

Next.js · E-commerce · Full-Stack

A 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
Featured

MultiVendor

React · E-commerce · Full-Stack

A 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
Featured

School Management System

Next.js · School Management · Full-Stack

A 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
Featured

Real Estate Marketplace

React · Real Estate · Full-Stack

A 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
Featured

CareerCompass

React · Career Platform · Frontend

A 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
Featured

Admin Dashboard (Typescript)

React · Admin Dashboard · Full-Stack

A 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
Featured

Blog

React · Blog · Full-Stack

A 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 previewFeatured

Mern E-commerce

MERN · E-commerce · Backend

A 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 previewFeatured

Currency Exchange Website

FastAPI · React · Full-Stack

A 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 previewFeatured

DevSecOps CI/CD Pipeline for Netflix Application

Full-Stack · Deployment · Cloud

Build production-ready AI applications with full-stack architecture and scalable deployment.

  • Next.js
  • FastAPI
  • PostgreSQL
  • Docker
  • AWS EC2
  • GitHub Actions
AI Video Generation Pipeline previewFeatured

AI Video Generation Pipeline

AI Agents · LangGraph · Automation

Automate end-to-end creation of structured animated videos from a simple text prompt.

  • LangGraph
  • FastAPI
  • OpenAI API
  • TTS
  • FFmpeg
  • Python
File Upload Microservices previewFeatured

File Upload Microservices

Backend · Microservices · File Processing

A 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
Serverless Order System previewFeatured

Serverless Order System

Cloud · Serverless · Automation

A 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 previewFeatured

RAG Benchmarking & Evaluation System

RAG Research · Evaluation · LLM Systems

Compare and evaluate multiple retrieval strategies to identify the most effective RAG architecture.

  • Python
  • FAISS
  • LangChain
  • GraphRAG
  • Flask
  • React
Multimodal PDF RAG Assistant previewFeatured

Multimodal PDF RAG Assistant

AI · RAG · Multimodal Systems

Build 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
Stopwatch previewFeatured

Stopwatch

JavaScript · Utility · Frontend

A lightweight stopwatch app with theme persistence, built with HTML, CSS, and JavaScript. It uses CSS variables for light and dark themes and keeps the interface focused on quick timing tasks.

  • HTML
  • CSS
  • JavaScript
QR Code Generator previewFeatured

QR Code Generator

JavaScript · Utility · Frontend

A simple QR code generator built with HTML, CSS, and JavaScript for creating QR codes from user input through a clean, minimal interface.

  • HTML
  • CSS
  • JavaScript
Password Generator previewFeatured

Password Generator

JavaScript · Utility · Frontend

A password generator project with a small frontend built using HTML, CSS, and JavaScript, focused on quick credential generation and an easy-to-use demo interface.

  • HTML
  • CSS
  • JavaScript
Featured

Food Recipe App

React · API · Frontend

Build a modern recipe search application with detailed recipe information and favorites management.

  • React
  • React Router
  • Forkify API
  • JavaScript
  • CSS
Featured

Weather App

React · API · Frontend

Build a responsive weather application that provides real-time weather information for any city.

  • React
  • OpenWeather API
  • JavaScript
  • CSS
  • REST API
Featured

Northern Pakistan Travel Website

React · Frontend · Responsive

Build a fully responsive travel website showcasing tourist destinations across Northern Pakistan.

  • React
  • Vite
  • JavaScript
  • HTML5
  • CSS3
  • Responsive Design
09.Contact

Get in touch

I’m currently open to new opportunities and collaborations — feel free to reach out.

View Resume