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INITIALIZING NEURAL NEXUS...
ABOUT SKILLS PROJECTS LIBRARY CAREER CONTACT
Hello, I'm

STEFAN SAMNÉ

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AWS CYBERSECURITY AI / ML CLOUD ARCHITECTURE FULL-STACK
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43.6532° N, 79.3832° W // TORONTO, ON
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ABOUT

stefan@nexus ~
$
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Years Experience
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Cloud Environments
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MCP Tools Built
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Languages Spoken

CERTIFICATIONS

AWS Certified Cloud Practitioner
MX Mendix Advanced Developer
SAP SAP BTP Course Completion
SEC Secret Level II Clearance
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EXPERTISE

Cloud & Infrastructure

AWS (EC2, S3, RDS, Lambda, EKS, CloudFormation, Bedrock) Proxmox Multi-Node Clusters Docker & Kubernetes CloudFront + WAF Infrastructure as Code

Security Engineering

Penetration Testing & Vulnerability Assessment Deep Packet Inspection Network Security & VPN Architecture Secret Level II Clearance WAF & DDoS Protection

AI & Machine Learning

AWS Bedrock & LLM Integration Intelligent Document Processing Prompt Engineering & Optimization MCP Server Development AI-Powered Automation

Full-Stack Development

Python, Java, JavaScript, C/C++, Swift React, Django, Node.js, Spring Boot PostgreSQL, MySQL, DynamoDB WebSocket & REST API Architecture Mendix Low-Code Platform

DevOps & Networking

GitLab CI/CD & Jenkins Linux System Administration pfSense / WireGuard / OpenVPN LXC Containers RAID & Storage Architecture

Enterprise Architecture

End-to-End System Design Cloud Migration Strategy MS Graph API Integration OAuth & Identity Management Disaster Recovery Planning
PYTHONJAVAJAVASCRIPTC/C++SWIFTAWSDOCKERKUBERNETESPROXMOXREACTDJANGOFASTAPINODE.JSPOSTGRESQLWIREGUARDLINUXPYTHONJAVAJAVASCRIPTC/C++SWIFTAWSDOCKERKUBERNETESPROXMOXREACTDJANGOFASTAPINODE.JSPOSTGRESQLWIREGUARDLINUX
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PROJECTS

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LIBRARY

A curated selection from my reading list — the books that shaped how I think about technology, business, and the world.

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CAREER

2020 — Present

Senior Full-Stack Developer & Cloud Architect

Toronto, ON

Leading AWS migrations, architecting AI-powered document processing with Bedrock, and building scalable cloud infrastructure supporting 8 environments. Developed enterprise virus scanning systems, WebSocket P2P networks, and MS Graph API integrations.

2017 — 2019

Creator & Technical Lead

audbox.me • Toronto, ON

Built a full-stack text-to-speech podcast platform from concept to launch. Django backend, Stripe payments, AWS Elastic Beanstalk deployment with GitLab CI/CD pipelines.

2015 — 2016

Software Engineer

Trillys Systems • Ottawa, ON

Developed C/C++ deep packet inspection frameworks and network security protocols. Built cross-platform testing environments for enterprise network security applications.

2008 — 2015

Founder & CEO

ASHLAR Homes • Ottawa, ON

Founded a real estate development company. Managed end-to-end project lifecycles, navigated Ontario Municipal Board regulatory approvals, developed financial models, and led contractor teams through complex construction projects.

2007

BASc — Software Engineering

University of Ottawa

Engineering and Engineering Management with Entrepreneurship Option. Award recipient: Best Database Management Systems Project.

2003

Diploma — Small Business Management

Algonquin College

Foundation in entrepreneurship, business operations, and financial management that later fueled the founding of ASHLAR Homes.

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CONTACT

connection@stefansamne.com
$ssh stefan@connect
$status

Toronto, ON

“The future has already happened, you just have to
remember how you want it to be.”

— Stefan Samné