Hey, I'm Marwan Mansour

Engineer across AI, Web Applications, and Cloud Systems

I design and build reliable, production-grade software — from intelligent AI-driven systems to full-stack web applications and the cloud infrastructure that keeps them running. I care about clean architecture, thoughtful UX, and shipping things that actually hold up.

Marwan Mansour

My Professional Side

I approach every build the same way: understand the problem before touching a framework. I like systems that are easy to reason about, APIs that fail loudly instead of silently, and interfaces that get out of the user's way. Whether it's an AI agent, a Laravel backend, or a cloud pipeline, I optimize for correctness first, then speed, then polish.

marwan@marwanmansour.ca
Calgary, Alberta, Canada
Business Administration in Elshrouk Academy

Core Areas

AI EngineeringLLM Apps (RAG / Agents)Full-Stack Web DevelopmentBackend APIsVue.Js + Nuxt.jsLaravel + PHPPostgreSQLCloud & DevOpsSystem Design

Skills

skills.sh
$ cat
AWS S3
AWS EC2
Docker
Vercel
GitHub Actions
Nginx
Kubernetes
Cloudflare

Stuff I Built

Zenvoyc Financial Platform

Zenvoyc Financial Platform

Check out

An enterprise-grade financial management platform built for modern businesses, featuring smart invoicing, automated compliance workflows, expense tracking, and global billing capabilities.

  • Advanced invoicing system with automated billing workflows and client management
  • International compliance engine supporting PEPPOL, Factur-X, and ZUGFeRD standards
  • Multi-currency taxation logic with automated financial calculations
  • Real-time expense tracking with receipt management and cash-flow monitoring
  • Enterprise-ready architecture with scalable roles, integrations, and custom workflows
Laravel Livewire Tailwind Stripe API
TOIMITEK ERP Management System

TOIMITEK ERP Management System

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A comprehensive enterprise resource planning platform designed to streamline business operations through modular management systems, real-time analytics, and customizable workflows for different industries.

  • Full ERP ecosystem covering accounting, HR, CRM, inventory, sales, purchasing, and project management
  • Modular business architecture allowing customized solutions for different industries and workflows
  • Role-based user management with operational controls and enterprise permissions
  • Integrated POS, warehouse, payment, and stock management systems
  • Real-time reporting dashboards and analytics to improve decision-making and operational efficiency
Laravel Livewire Tailwind MySQL
Traivis Learning Platform

Traivis Learning Platform

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A next-generation creator-focused learning platform that enables instructors to build, monetize, and grow online academies with AI-powered course creation, community engagement, and automated learning workflows.

  • AI-powered course builder that transforms raw content into structured courses, quizzes, and learning materials
  • Complete digital academy infrastructure with video hosting, media libraries, and learning paths
  • Community-driven learning experience with social feeds, follower growth, and engagement systems
  • Gamification engine featuring karma points, leaderboards, and student rewards
  • Creator monetization tools including coupons, automation workflows, and revenue optimization
Laravel Livewire Tailwind AI Integration
AI SOC Analyst Security Platform

AI SOC Analyst Security Platform

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An autonomous AI-powered Security Operations Center (SOC) platform that connects real enterprise security telemetry with intelligent threat analysis. The system monitors live Windows endpoints, processes security events through Wazuh SIEM, and uses Gemini AI agents to classify threats, retrieve response playbooks, and generate structured incident reports automatically.

  • Real-time security monitoring pipeline integrating Windows telemetry, Wazuh SIEM, and AI threat analysis
  • Autonomous SOC agent powered by Gemini AI for threat classification, incident investigation, and response recommendations
  • Model Context Protocol (MCP) architecture that decouples AI agents from security infrastructure APIs
  • Advanced alert intelligence pipeline with severity filtering, semantic deduplication, rate limiting, and batch processing
  • Automated incident report generation with structured JSON outputs and security response workflows
  • Enterprise-style security architecture supporting threat categories including brute force, malware, ransomware, privilege escalation, and data exfiltration
Python Gemini AI LangChain Wazuh SIEM MCP Protocol OpenSearch

Work Experience

Internship Trainee

Algorithms Co.

Completed a full-time software engineering internship focused on programming fundamentals, algorithms, problem solving, and professional software development practices.

Sep 2021 — Dec 2021

Laravel Developer

3x1

Developed and maintained Laravel applications while applying object-oriented programming principles, clean architecture, and modern backend development practices.

Dec 2021 — Mar 2022

Back End Developer

Janagate

Built backend systems using Laravel for enterprise applications, contributed to scalable APIs, optimized application performance, and collaborated closely with cross-functional teams.

Apr 2022 — Oct 2023

Full-Stack Developer

Janagate

Engineered Laravel and Vue.js applications, including a real-time auction platform serving 10K+ daily users. Optimized CMS performance using database indexing and eager loading, developed responsive interfaces with Tailwind CSS, and managed production deployments and infrastructure.

Apr 2022 — Jun 2024

PHP Back End Developer

Solution-Work

Architected scalable backend systems and SaaS products, building an Invoice Management platform supporting 50K+ monthly users. Reduced SQL execution time by up to 80%, implemented Google Calendar synchronization, backup management, activity logging, and ticketing features while managing staging and production deployments.

Oct 2023 — Jul 2025

Back End Developer

Kabret

Led a team of three backend developers, established engineering standards and architectural guidelines, delivered the company’s flagship product, increased customer engagement by 40% through legacy system modernization, and built a complete Book Store Management platform with RESTful APIs.

Jun 2025 — Dec 2025

Say Hi, Don't Be Shy

Email

marwan@marwanmansour.ca

Location

Calgary, Alberta, Canada

Connect With Me