Amineddine Z

Cybersecurity Engineer — Detection & SOC Automation

Jul 2021 - Present • 5 yrs

– Designed and built custom SOC automation and detection engineering tooling aligned to MITRE ATT&CK framework. – SigmaPack-Builder: converts ATT&CK-tagged detection logic into Sigma-compatible YAML rule packs ready for SOC deployment. – SOAR Mini Enricher: FastAPI microservice providing real-time alert enrichment with MITRE mapping, severity scoring, and actionable SOC recommendations. – ATT&CK-Tagger: rule-based MITRE enrichment engine for JSON log streams with explainable matching logic and confidence scoring. – RareGuard: self-supervised Transformer model for rare security log anomaly detection using statistically conformal p-value outputs for high-confidence alerting. – Focused on explainability, detection fidelity, and SOC operational integration — production usability over academic benchmarks. – Designed modular Python architectures enabling scalable log parsing, enrichment pipelines, and rule generation workflows.

Software Developer & AI Workflow Engineer

Jan 2021 - Present • 5 yrs 6 mos

– Designed and delivered production web applications for SMBs and startups: full lifecycle from architecture through deployment and maintenance. – Built scalable front-end interfaces with React.js and Next.js; robust back-ends with Node.js/Express, PostgreSQL, and MongoDB. – Deployed and managed applications on AWS and DigitalOcean including server configuration, environment setup, and performance monitoring. – Improved client operational efficiency by 20–35% through custom automation tools and workflow integrations. – Integrated Claude in Chrome with Cloudbeds and Poster to automate hotel monthly income reporting — compressing 15 days of manual data entry into under 2 minutes. – Built automated QA pipelines using Playwright and Robot Framework connected to Claude Code, replacing manual testing cycles with self-generating test reports and logs. – Tutored fourth-year private university software engineering students, covering React, Node.js, and system architecture

Graphic Designer & UI Specialist

Dec 2020 - Present • 5 yrs 7 mos

– Designed user interfaces, wireframes, and UI prototypes using Figma and Adobe Creative Suite. – Developed brand identity assets — logos, banners, and marketing materials — for digital platforms. – Ensured visual and UX consistency across all client deliverables.