About me
Krystian Magdziarz
Hi! I'm Krystian. I have an unusual hobby — I design and buy websites with one purpose: generating passive income.
I run this site to organize my thoughts and structure my knowledge. It's my personal thematic diary. When you land here, I don't want you to feel like I'm trying to convince you of something — that's not the point.
Contact
Have a question, a collaboration proposal, or want to talk about earning from websites? Write to me or find me on social media.
First website
I've been doing this hobby since 2009, when I set up my first website (based on the then-popular phpBB by Przemo engine) dedicated to mobile applications.
More websites
Since then, I've run over 120 websites, mainly in entertainment, online gaming, business, and highly technical categories. Many of them were the largest in their category in Poland. Each one taught me something new and gave me experiences I'd like to share with others.
Education
2023 – 2027*
Doctoral School, Military University of Technology
2025 – 2026*
Postgraduate Studies, Higher School of Professional Education
2024 – 2025
Postgraduate Studies, AI in Business and Business Process Automation, Higher School of Professional Education
2013 – 2018
Faculty of Cybernetics, Military University of Technology
* planned completion
Work Experience
I rarely look for work, but I'm happy to consider interesting business collaboration proposals.
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 research as part of the Doctoral School at the Military University of Technology. I focus on detecting vulnerabilities in IT systems whose structure I describe using scale-free networks. In practice, I combine graph analysis with cybersecurity — studying 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 pkt
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 pkt
Magdziarz K., The role of marketing strategies in cyber-attack executions, Proceedings of the 43rd IBIMA70 pkt
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 pkt
Fraszczak D., Bugajewski D., Magdziarz K., Swing Dynamic GUI, Proceedings of the 40th IBIMA70 pkt
Research Projects
- Projekt nr WAT 502-000081-W500-01
- Contribution to SCAN4PD project — Leader XV, NCBiR
- Contribution to HERDIS project, Fast track — Digital innovations, no. POIR.01.01.01-00-0325/22, NCBiR
Projects
semantichub
Service building semantic clusters based on vector similarity and LLM models
phishguard
Phishing site detection using graph methods and classification algorithms
djinsight
Analytics for Django-based systems written with MCP-first philosophy
webcrawl.co
Big data link monitoring system based on columnar databases and distributed scrapers
Open Source Contributions
- wagtail — content management system (CMS) for Django
- django-unfold — Django admin panel theme based on Unfold
- agency-swarm — agent framework built on OpenAI Assistants API
- phishpedia — hybrid approach for visual identification of phishing pages
Technical Skills
Assessment of key 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.