dzladev — /security
user@dzladev:/security$ whoami
Arthur Williams
— Prospective Cyber Security Analyst
Detection engineering · SOC workflows · applied ML · Linux · scripting
Detection engineering · SOC workflows · applied ML · Linux · scripting
user@dzladev:/security$ cat profile.txt
Summary
- Security-focused developer with hands-on work in detection, analysis, and SOC-style tooling.
- Experience applying machine learning to malware and ransomware datasets.
- Comfortable working in Linux environments with practical scripting skills.
Focus Areas
- Detection engineering: alert quality, correlation, thresholds
- SOC workflow: triage → investigate → respond
- ML for security: evaluation, explainability
- Systems: Linux, scripting, data handling
user@dzladev:/security$ ls projects/
Agentic SOC Dashboard
SOC-style dashboard simulating alert triage, investigation grouping, and response actions.
Ransomware Detection Using ML (UGRansomware)
ML pipeline for ransomware detection with comparative evaluation and feature analysis.
XAI Fileless Malware Detection
Explainability-first approach to memory-dump malware classification.
user@dzladev:/security$ cat skills.txt
Technical
- Programming: Python, C#, JavaScript, C/C++
- Systems: Linux
- Data: SQL & NoSQL basics
- Cloud: AWS fundamentals
Professional
- Analytical investigation
- Clear documentation
- Time management
- Communication
user@dzladev:/security$ cat contact