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shaydz93/README.md

Hi there, I'm ShaydZ πŸ‘‹

LinkedIn GitHub


πŸ‘¨β€πŸ’» About Me

I'm a Tier 2 IT Support & Cybersecurity Specialist based in Georgia, USA. I build production-grade security tools that combine AI-powered threat detection, network monitoring, and automated defense systems.

  • πŸ”­ Currently maintaining Super Monitor v3 β€” Rust-powered network defense platform
  • πŸ›‘οΈ Running enterprise-grade security stack: Suricata IDS, YARA malware scanning, threat intel feeds
  • πŸ€– Integrating local LLMs (Ollama/kimi-k2.5) for real-time threat analysis
  • 🌱 Deep into OSINT, digital forensics, and purple team operations
  • πŸ’¬ Ask me about: Rust, Python, network defense, threat intelligence, OSINT, Proxmox homelabs
  • ⚑ Fun fact: I run a multi-device network with full packet mirroring and AI-driven anomaly detection

πŸ› οΈ Featured Projects

πŸš€ Super Monitor v3 (Rust Rewrite)

The ultimate self-learning network defense and AI threat intelligence platform β€” completely rewritten in Rust for memory safety and performance.

Security Hardened:

  • βœ… Async/await architecture (Tokio + Axum)
  • βœ… Argon2 + JWT authentication
  • βœ… 20-30x faster startup, 5x less memory usage
  • βœ… All 9 Python vulnerabilities patched

Features:

  • πŸ€– AI-powered anomaly detection with self-learning baselines
  • πŸ“Š Real-time system monitoring (CPU, RAM, disk, network)
  • πŸ” Threat intelligence from CISA, KrebsOnSecurity, BleepingComputer
  • πŸ”” Automated responses: firewall blocking, temperature shutdowns
  • 🌐 Interactive web dashboard with real-time charts

Tech Stack: Rust, Tokio, Axum, Askama, SQLx
πŸ”— https://github.com/shaydz93/super-monitor-v3


πŸ€– AI Trading Bots

Automated cryptocurrency trading systems with n8n workflow orchestration and technical analysis integration.

  • cs4: C#/.NET Core trading bot with TAAPI technical analysis
  • q3: Python-based bot with advanced risk management

Security Features:

  • API keys stored in n8n encrypted credential vault
  • No hardcoded secrets (environment variable only)
  • Docker containerized deployment

πŸ”— https://github.com/shaydz93/ai-trading-bot-cs4 (private)
πŸ”— https://github.com/shaydz93/ai-trading-bot-q3 (private)


πŸ“± ShaydZ-AVMo (iOS)

Swift-based iOS application for personal security and monitoring.

Tech Stack: Swift, SwiftUI, Supabase
πŸ”— https://github.com/shaydz93/ShaydZ-AVMo


🧰 MigrationTool

Python utility for automated system migrations and configuration transfers.

πŸ”— https://github.com/shaydz93/MigrationTool


πŸ”§ Tech Stack & Tools

Languages: Rust Python Swift Bash

Security & Defense:

  • IDS/IPS: Suricata with 235k+ daily updated threat IOCs
  • Malware Scanning: ClamAV + 1,538 YARA rules
  • Network Monitoring: Full packet capture, real-time alerting
  • OSINT Toolkit: theHarvester, Sherlock, Recon-ng, Shodan CLI
  • Forensics: exiftool, binwalk, foremost, steghide

Infrastructure:

  • Virtualization: Type 1 and 2 hypervisors with multiple VMs
  • Network: Multi-device network with mirrored port monitoring
  • Security Stack: UFW, Fail2ban, rkhunter, unattended-upgrades
  • AI/LLM: Ollama with kimi-k2.5 for local threat analysis

DevOps: Docker GitHub Actions Linux


πŸ›‘οΈ Current Security Stack

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚         AI Threat Analysis (Ollama)            β”‚
β”‚    Daily 8 AM reports β†’ Telegram alerts        β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                   β”‚
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚         Suricata IDS (Real-time)              β”‚
β”‚   235k+ IOCs | Sub-10s alerting | Full mirror  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                   β”‚
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚      Active Malware Protection                  β”‚
β”‚   ClamAV daemon + YARA rules (1,538 rules)    β”‚
β”‚   Real-time file monitoring on /home, /tmp      β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Alerting: Telegram notifications for critical events
Monitoring: 24/7 automated with cron jobs and systemd services
Location: Hypervisor homelab


🏠 Homelab Setup

Host: Debian 13 rolling, x86_64
Network: Tailscale mesh VPN
Virtualization: Type 1 and 2 Hypervisor


🎯 OSINT & Cybersecurity Focus

Active Projects:

  • Digital forensics toolkit development
  • Threat intelligence feed automation
  • AI-powered log analysis for C2 detection
  • Network anomaly detection with local LLMs

Certifications:

  • CompTIA A+ (In progress 1201/1202)
  • CompTIA Network+ (Planned)
  • CompTIA Security+ (Planned)
  • And more

πŸ–€πŸ’œ Dark Purple Team

We don't just defend β€” we hunt.

  • Code reviews in hex #663399
  • Midnight threat hunts fueled by purple tea
  • Ultra Dark Purple Mode: activated
  • "A bug turned purple on sight of our CI pipeline β€” and never returned"

πŸ“« Connect with Me


"Monitor smarter. Secure better. Deploy with confidence."
β€” The Dark Purple Team πŸ–€πŸ’œ

Pinned Loading

  1. MigrationTool MigrationTool Public

    Mac/Windows full offline migration tool

    Python