Keep Learning & Be Useful
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Purple Teamer. Passionate about AI security, offensive tooling, and building what doesn't exist yet. Breaking things, sharing everything.
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BugForge
Writeups from BugForge challenges -- BAC, IDOR, XSS, SQLi, business logic.
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AI Research
Offensive AI, LLM security research, and the intersection of hacking and machine intelligence.
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Brain Sharing
Guides, setups, and knowledge sharing from the field.
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GIAC Certifications
9 / 9
BSc Applied Cybersecurity
Completed Jan 2026
Certifications
GFACT
SANS - GIAC Foundational Cybersecurity Technologies
GISF
SANS - GIAC Information Security Fundamentals
GSEC
SANS - GIAC Security Essentials
GCIH
SANS - GIAC Certified Incident Handler
GPYC
SANS - GIAC Python Coder
GPEN
SANS - GIAC Penetration Tester
GCIA
SANS - GIAC Certified Intrusion Analyst
GCFE
SANS - GIAC Certified Forensic Examiner
GCFA
SANS - GIAC Certified Forensic Analyst