About me
Krystian Magdziarz
Hi! I'm Krystian. I have an unusual hobby — I design and buy websites that have one job: to generate passive income.
I run this site to organise my thoughts and structure my knowledge. It's my personal thematic journal. When you land here, I don't want you to feel like I'm trying to convince you of anything — that's not what this is about.
Contact
Got a question, a collaboration proposal, or want to talk about making money from websites? Drop me a line or find me on social media.
My first website
I've had this hobby since 2009, when I launched my first website (built on the then-popular engine phpBB by Przemo) dedicated to mobile apps.
More websites
Since then I've run over 120 websites, mostly in the entertainment, online gaming, business and heavily technical categories. Many of them were the largest in their category in Poland. Each one taught me something new and let me gain experience that I'd like to share with others.
Education
2023 – 2027*
Doctoral School, Military University of Technology
2025 – 2026*
Postgraduate studies, University of Vocational Education
2024 – 2025
Postgraduate studies, Artificial Intelligence in Business and Business Process Automation, University of Vocational Education
2013 – 2018
Faculty of Cybernetics, Military University of Technology
* expected completion
Professional experience
I rarely look for a job, but I'm happy to consider interesting business collaboration offers.
Certificates
Certified Penetration Tester (CPT)
GAQM
ITIL 4 Foundation
PeopleCert
Neo4j Certified Professional
Neo4j
Programming with Generative AI
Przeprogramowani
Elements of AI
MinnaLearn
Scientific publications
I conduct my scientific research as part of the Doctoral School at the Military University of Technology. I focus on detecting vulnerabilities in ICT systems whose structure I describe using scale-free networks. In practice I combine graph analysis with cybersecurity — researching phishing, web crawling and threat classification.
Magdziarz K., Skrzypecki S., Phishing Trends Over Time: An Empirical Analysis of Anti-Phishing Database Data, Proceedings of the 46th IBIMA70 pts
Magdziarz K., Skrzypecki S., Performance Comparison of graph-tool and NetworkX on Web Graph Domain Subgraphs: A Common Crawl Analysis, Proceedings of the 46th IBIMA70 pts
Magdziarz K., The role of marketing strategies in cyber-attack executions, Proceedings of the 43rd IBIMA70 pts
Magdziarz K., Magdziarz A., Cyberbezpieczenstwo w sektorze zdrowia. Kluczowa rola centralizacji, Sluzba Zdrowia, 2024
Magdziarz K., Fraszczak D., The Architecture Concepts for Building Highly Scalable Crawling Cluster For Data-Driven On-Page Optimization, Proceedings of the 40th IBIMA70 pts
Fraszczak D., Bugajewski D., Magdziarz K., Swing Dynamic GUI, Proceedings of the 40th IBIMA70 pts
Scientific projects
- Project no. WAT 502-000081-W500-01
- Contribution to the SCAN4PD project — Leader XV, NCBiR
- Contribution to the HERDIS project, Fast Track — Digital Innovations, no. POIR.01.01.01-00-0325/22, NCBiR
Projects
semantichub
A service that builds semantic clusters based on vector similarity and LLM models
phishguard
Detection of phishing sites using graph-based methods and classification algorithms
djinsight
Analytics for Django-based systems written in the MCP-first philosophy
webcrawl.co
A big-data system for link monitoring based on columnar databases and distributed data scrapers
Open Source contributions
- wagtail — a content management system (CMS) for Django
- django-unfold — a Django admin panel theme
- agency-swarm — an agent framework built on the OpenAI Assistants API
- phishpedia — a hybrid approach to the visual identification of phishing sites
Technical skills
An assessment of the most important skills relative to job-market demand: skillcraft.ai
# — # — ranking position (Europe), dots — proficiency level
Gallery
A bit from the professional world, a bit from travels, a bit from the homelab.