Mahmoud Ezzat Moustafa

Backend developer & AI builder

Mahmoud Ezzat Moustafa

Backend Software Developer, Programmer

I am versed in a range of AI and machine learning techniques, including natural language processing, computer vision, and predictive modeling. I deliver high-quality results, communicate effectively, and foster collaborative environments. I actively participate in conferences, workshops, and online courses to stay updated and bring fresh, innovative ideas to every project.

Recent Projects

Selected work

All Projects
Django Fusion: Component Framework for Django and Wagtail

2026

Django Fusion: Component Framework for Django and Wagtail

A Django + Wagtail helper library providing a component system, declarative routing, form/table mixins, allauth integration, health checks, and an optional Bolt API plugin — the toolkit Structa Cloud sites are built on.

PythonDjangoComponentsWagtail
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Property Website Data Scraper

2023

Property Website Data Scraper

An automated web scraping tool that collects real estate property listings, tracks historical transactions, and saves data efficiently for analysis.

PythonDjangoSeleniumSQL
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Content Driven Website Builder

2023

Content Driven Website Builder

A dynamic CMS website with an admin panel that allows flexible content management, user permissions, and real-time design updates.

PythonDjangoWagtailCMS
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Field notes

Latest writing

All Posts

05 Jul 2026

MCP Agent Prompts: Customizing Templates and Project Features Through Structured Requirements

Introduction The Model Context Protocol (MCP) defines a standard way for AI agents to discover and interact with tools, resources, and prompts. For a static site or web project, MCP...

MCPAIPrompts
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05 Jul 2026

Ceptor AI: Design Enhancement Through MCP Agents and Structured Prompts

Overview Ceptor AI is an integration layer that connects structured prompt engineering with visual design systems. It uses the Model Context Protocol (MCP) — an open standard for AI-tool communication...

AIDesignMCP
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14 Jun 2025

Using Django ORM Outside Web Projects

Using Django ORM Outside Web Projects Django’s ORM is one of the most productive database interfaces in any language — expressive model definitions, automatic migrations, a powerful query API, and...

DjangoData AnalysisPython
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25 Apr 2025

Python Config Management: Dynaconf, Docker & .env — The Complete Guide

Introduction Hardcoded configuration is a security vulnerability. Environment-specific settings scattered across the codebase are a maintenance burden. Secrets committed to version control are a breach waiting to happen. These are...

PythonDynaconfDocker
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24 Apr 2025

Advanced Django ORM: Annotations, Aggregations & Query Optimization

Introduction N+1 queries, Python-level aggregations, and missing indexes are the silent performance killers in Django applications. They do not crash your application — they erode it. A view that executes...

DjangoORMPython
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Available for collaboration

Let’s build something useful.

Have a product idea, backend challenge, AI workflow, or automation project? Send a short note and I’ll reply to the email you provide.