25+ years of web development experience, now heavily focused on cybersecurity. I hold a bachelor's degree in cybersecurity (major and minor), compete in CTFs, and build offensive security tools. I'm also passionate about AI and like to integrate it into projects where it makes sense.
Analyzes vowel frequency hotspots in 400,000+ dictionary words to optimize password cracking patterns. Identifies high-probability vowel positions to reduce keyspace and improve Hashcat efficiency on longer passwords.
Wordlist deduplicator for password-cracking workflows — tracks every word you've tried and emits only what's new. Eliminates redundant attempts across sessions to maximize cracking efficiency.
Wordlist cleaner and variant generator for Hashcat pipelines. Normalizes, filters, and transforms raw wordlists via named presets (movies, titles, NCL, passwords) — pairs with dedup for composable cracking workflows.