Offensive Security Engineer | AI & Security Researcher#
Tay Thanh, Ho Chi Minh City
CTFtime: ctftime.org/user/260106
GitHub: github.com/k0z1l
Facebook: facebook.com/tu4nk13t
Telegram: t.me/tu4nki3t
Education#
Ho Chi Minh City University of Industry and Trade (2023 - 2027)#
- Major: Information Security
- Current GPA: 3.59 / 4.0
- Scholarships:
- Outstanding Academic Scholarship (2026)
- Merit Academic Scholarship (2024)
Awards & Honors#
- Honorable Mention | The 3rd TDMU Student Infosec Contest 2026
Key Skills#
- Programming & Scripting: Python, PHP, JavaScript
- Security & Pentesting Tools: Burp Suite, Nmap, Wireshark, Nessus, SQLmap, Metasploit, etc.
- Networking & Protocols: TCP/IP, OSI Model, DNS, DHCP, HTTP/S
- Core Competencies: OWASP Top 10, Manual Web Exploitation, Source Code Review, Vulnerability Mitigation
Featured Projects & Research#
1. Causal-TGE: Lightweight Counterfactual Attack Reconstruction#
Under Review | Jun 2026 – Jul 2026
- System-level Telemetry: Modeled enterprise-level temporal provenance graphs from host telemetry (process executions, socket connections, file I/O) to detect stealthy APT campaigns.
- Attack Reconstruction: Engineered a counterfactual reconstruction engine to isolate and rank critical causal triggers within complex attack kill chains.
- Systems Engineering: Optimized a lightweight detection framework (~46 KB footprint, sub-millisecond latency) designed for strict resource-constrained endpoint environments.
2. Tuki Fresh Flower — Secure E-commerce Platform#
Apr 2026 – May 2026
- Secure Architecture: Engineered a Laravel MVC backend with API integrations (VietQR, Gemini) and enforced Database Transactions to guarantee absolute data integrity during checkout.
- Vulnerability Mitigation: Hardened application against OWASP threats by implementing Middleware RBAC, strict PDO (anti-SQLi), and a secure file upload pipeline (MIME validation, UUID renaming) to neutralize Web Shells and Path Traversal.
3. VocabMaster — Local AI English Learning Platform#
Feb 2026 – Mar 2026
- Built a Django backend for vocabulary and quiz management.
- Integrated a local Ollama API for offline AI-powered grammar checking and vocabulary generation.
- Fine-tuned a Qwen2.5-3B model using LoRA & Unsloth on a custom 10,000-sample dataset to enforce strict JSON outputs.
4. Vulnerable Web Application — Educational CTF Challenge Platform#
Dec 2025 – Jan 2026
- Development: Built a PHP/MySQL CTF platform with an RBAC dashboard and automated scoring, replicating 5 OWASP Top 10 vulnerabilities (SQLi, XSS, File Upload, CSRF, Command Injection).
- Security Testing: Executed white-box code reviews and manual penetration testing via Burp Suite to validate and exploit vulnerabilities.
5. Web Application Penetration Testing & CTF Practice#
Jul 2025 – Present
- PortSwigger Web Security Academy: Completed 100+ labs with in-depth exploitation on SQLi, XSS, SSRF, CSRF, File Upload, and business logic flaws.
- Hands-on Platforms: Actively sharpening skills on TryHackMe, Root-Me, and picoCTF.
- Manual Testing: Conducted hands-on manual testing to exploit and mitigate OWASP Top 10 vulnerabilities.
- Write-ups: Published detailed technical write-ups on vulnerability exploitations on HackMD and this blog.

