Tech enthusiast from Quebec City, Canada with a passion for cybersecurity, AI, and software development. My journey began at age 6 when I first touched a keyboard, but it wasn't until I discovered Capture The Flag (CTF) challenges at 37 that I truly found my path.

"Always learning. Always exploring. Join me on the journey!"

• AI & Machine Learning: Exploring LLMs and AI applications
• Cybersecurity: Training on HackTheBox, TryHackMe, and other platforms
• Python Development: Building tools and automation projects
• Web Development: Learning static site generators for my upcoming personal website

A crew of AI agents that find world news demonstrating how George Orwell's "1984" remains relevant today. The system generates reports and illustration prompts.

A GUI tool to help players complete the Bandit challenges on OverTheWire, in a web browser. Still a work in progress.
Level 0 is playable now.

Just for fun collection of Gemini small poems generated with Pull Request Reviews.

Get transcripts of any pull request conversation/commentary and its linked issues. Any PR # from any public repo. Quickly consult old conversation with PR AI bots. Uses Github API.

A collection scripts I made learning to code, solving CTF, reading books, etc.

The CTF Toolkit provides an integrated environment combining terminal operations, note-taking, AI assistance, and tool management in a single, efficient interface. Built with Python's Textual framework, it aims to enhance productivity for CTF players

• Personal website documenting my learning journey
• More tools for cybersecurity training and AI experimentation

I'm a dedicated self-learner with a straightforward approach:

• Small Study Sessions: Consistent, bite-sized learning to absorb concepts effectively
• Practical Application: Converting theory into practice through personal projects
• Continuous Improvement: Regular writing and coding to refine my skills

📊 Certificates

Some of the courses and learning tracks I completed: View the Notion page

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Stats and Misc

🎯 CTF Platforms

HackTheBox

TryHackMe

WeChall.net

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📊 GitHub Profile Stats

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� Activity Stats

GitRoll

WakaTime 2025

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✅ Progress Tracker

• Sort through notes and separate original content from reference material

• Publish on Medium.com

  • Article about planning my career change to IT/Cybersecurity
  • Write-up for TryHackMe's "Brute-It" room

• Learn static site generators (Jekyll, Hugo, or 11ty)

  • Publish a personal website: https://therealfred.ca

Continous Work`: Regular writing to improve English language skills

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Last updated: April 19nd, 2026