About Mustafa Abdulaziz Hamza¶
Profile¶
Cybersecurity and Cloud Computing Engineer with a strong focus on building advanced operational security tools. Experienced in translating complex networking and AI concepts into practical software using Python and Golang. Demonstrated success in developing REST APIs, encrypted credential managers, and LLM-powered network analysis platforms, supported by extensive coursework in enterprise defense and log analysis.
Education¶
Northern Technical University
Bachelor of Cybersecurity and Cloud Computing Engineering
2022 – 2026
Skills¶
Data Analysis, Visualization & Machine Learning¶
| Area | Tools / Frameworks |
|---|---|
| Data Analysis & Visualization | pandas, NumPy, matplotlib |
| Machine Learning & Deep Learning | scikit-learn, TensorFlow, PyTorch |
| Log Analysis & SIEM | SEC555 curriculum (Uncertified) |
| Data Extraction & Text Processing | AWK, requests, BeautifulSoup, Scrapy |
AI Engineering & LLM Orchestration¶
| Area | Tools / Notes |
|---|---|
| LLM Orchestration | LangChain |
| AI for Cybersecurity | SEC595 curriculum (Uncertified) |
| AI Red Teaming | Applied methodologies for testing and securing AI models |
Cybersecurity Analytics & Forensics¶
| Area | Tools / Notes |
|---|---|
| Packet Analysis & Network Forensics | Advanced analysis of network traffic |
| Network Defense & Monitoring | Suricata, Zeek |
| IDS/IPS Engineering | SEC503 curriculum (Uncertified) |
| Web Penetration Testing | SEC542 curriculum (Uncertified) |
Programming & Networking¶
| Area | Tools |
|---|---|
| Core Programming | Python, Golang |
| Python Networking & Security | Scapy, socket, PyShark |
Cloud, Infrastructure & DevOps¶
| Area | Tools |
|---|---|
| Cloud Platforms | AWS (Cloud Practitioner curriculum, Uncertified) |
| Version Control | Git, GitHub |
| Infrastructure as Code | Ansible |
| Containerization | Docker |
Languages¶
- Arabic — Fluent
- English — Proficient
Projects¶
Scapyfy — AI-Powered Network Security Toolkit¶
Created an advanced, magically-themed network security platform integrating large language model agents with robust low-level networking utilities.
- Engineered a seamless workflow for both AI-driven automated network analysis and direct manual packet crafting and scanning.
- Delivered as a production-ready web application backed by a secure REST API with JWT authentication and TLS.
Tech Stack: Python · FastAPI · Scapy · Nmap · Hping3 · LLMs (GPT-4, Gemini, Claude, Ollama) · JWT/TLS
Nightshade-Filter — AI-Powered Phishing Detection API¶
Engineered a high-performance phishing classification API utilizing a dual-model DeBERTa transformer architecture, fine-tuned on the Zenodo Curated Dataset.
- Achieved exceptional accuracy: F1 = 0.95 (subjects) and F1 = 0.99 (bodies).
- Implemented enterprise-grade features including JWT authentication, HTTPS/TLS, CUDA GPU acceleration, and Swagger documentation.
Tech Stack: Python · FastAPI · DeBERTa · Uvicorn · CUDA · YAML
RingShell — Command & Control (C2) Framework¶
Built a comprehensive, cross-platform offensive security C2 framework tailored for educational cybersecurity research and adversarial simulation.
- Designed a dual-component architecture featuring a centralized listener for HTTP/HTTPS reverse shell sessions and Sauron, a dynamic cross-platform payload generator.
- Integrated advanced post-exploitation capabilities: file transfer, screenshot capture,
.rshscripting, and auto-generated TLS certificates.
Tech Stack: Golang · HTTP/HTTPS · TLS · Cross-Platform Compilation
Pandora — DevOps Secret Management System¶
Developed a containerized REST API platform for secure DevOps credential management with encrypted HTTPS client communication.
- Built a complete ecosystem: core server, companion CLI tool (Pandora-CLI), and a native Go library (go-pandora) for programmatic access.
Tech Stack: Golang · Gin Framework · SQLite · Docker · REST API