Hi, I'm Ahmed Bahaj
AI & Software Engineer | 3x AWS Certified
I build autonomous AI agent systems, full-stack applications, and the automation that keeps them running. Currently pursuing a Master of Applied Computer Science at Concordia University.
About Me
AI & Software Engineer | 3x AWS Certified
A software engineer who builds AI systems and the infrastructure that keeps them running. Currently pursuing a Master of Applied Computer Science at Concordia University, with over 3 years of prior experience delivering solutions across enterprise systems, migrations, and customer platforms.
Most recent work centres on autonomous AI agents: a self-hosted fleet of fourteen specialist agents that write, review, and test code across live repositories, coordinated through a task orchestrator with backtracking review chains, evidence-based verdicts, and permissions enforced outside the model. It routes reasoning to a paid API and mechanical work to self-hosted models to control cost. Built in TypeScript and Node.js with a React dashboard, Redis, and PostgreSQL.
That sits alongside conventional engineering: full-stack applications in Java and Spring Boot and in TypeScript, Node.js and Next.js, and machine-learning pipelines in Python and scikit-learn. As a 3x AWS Certified engineer, the emphasis is on shipping properly — containerized with Docker, deployed through CI/CD with automated testing, vulnerability scanning, health checks and rollback.
Core Competencies
- ✓AI Systems: Multi-Agent Architecture, LLM Integration, Prompt Engineering, Self-Hosted Models
- ✓Full-Stack Development: Java, Spring Boot, React, Next.js, TypeScript, Node.js
- ✓Machine Learning: Python, scikit-learn, Clustering & Classification, Model Evaluation
- ✓Cloud & DevOps: AWS, Docker, CI/CD, Automated Testing & Security Scanning
Education & Certifications
Academic background and professional qualifications
Academic Education
Master of Applied Computer Science Co-op
Montreal, QC
Bachelor of Information Technology • Information System Security
Kuala Lumpur, Malaysia
Certifications
Work Experience
Professional career and key achievements
Account Migration Specialist
IO Solutions
Montreal, QC
- ●Delivered support to customers across services, including account setup, billing, & troubleshooting
- ●Supported retail inquiries and escalations with a focus on quality resolution and fast response
- ●Collaborated with cross-functional teams to address customer concerns
- ●Documented recurring issues and process improvements, reducing migration errors by 15%
- ●Facilitated account migrations between Fido and Rogers systems to ensure seamless customer transitions
IT Support Specialist
Al-Rimizan
Jeddah, Saudi Arabia
- ●Installed and configured desktops and devices, updated software and OS, and applied Security patches
- ●Diagnosed and resolved system errors, failures, and connectivity issues, improving uptime by 30%
- ●Administered Active Directory for 20+ users, managing password resets, permissions, and group policies
- ●Deployed endpoint security tools, reducing malware incidents by 25%
- ●Documented incidents, solutions, and processes to enhance the knowledge base for the IT team
Skills & Technologies
Technologies I work with to build exceptional applications
AI & Machine Learning
AI Developer Tools
Programming & Scripting
Backend & Web
Cloud & DevOps
Security & Quality
Featured Projects
AI agent systems, full-stack applications, and machine learning pipelines
Coding Agent Fleet
Self-hosted fleet of 14 specialist AI agents that write, review, and test code across real repositories.
Parking Reservation System
Full-stack parking platform ported from legacy ASP.NET Web Forms to Java Spring Boot and React.
NewsBot - WhatsApp News Service
AI-powered WhatsApp bot delivering personalized daily news summaries.
Hermes Agent Fleet
Self-hosted fleet of three always-on AI agents that automate research and daily tasks.
Loan Default Risk Engine
End-to-end ML pipeline that segments loan applicants, predicts default risk, and returns a lending decision.
Customer Recommendation System
Machine learning system that segments customers and recommends targeted marketing strategies.
Shorts Production Pipeline
Automated video production line that turns a written script into a scheduled upload, with a human approval gate.
Get In Touch
Have a project in mind? Let's work together to bring your ideas to life