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║ 🔬 AI Security Researcher — Vulnerability Discovery & Disclosure ║
║ 📄 Authored "The Invisible Window" — 100% Screen Capture Evasion ║
║ 🤖 AI Model Evaluation for Anthropic (Claude Code Human Preference) ║
║ 🧬 LLM Safety · Capability Uplift Measurement · Dual-Use Risk ║
║ 💻 Systems Programming — C/C++ Engines · Python Tooling · Swift ║
║ 🎓 B.Cyber Security — Macquarie University (Graduating Nov 2026) ║
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📄 The Invisible Window Exploiting OS-Level Display Affinity to Bypass WebRTC Proctoring Systems
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70+ additional public projects covering vulnerability research, systems programming, AI/ML tooling, and cloud infrastructure
| 🎓 Degree | 🏛 Institution | 📅 Period |
|---|---|---|
| Bachelor of Cyber Security | Macquarie University | May 2024 – Nov 2026 |
| Diploma of Information Technology | Macquarie University | Jul 2023 – May 2024 |
Coursework: Digital Forensics · Network Security · Systems Security · Cloud Computing · NLP & Machine Learning · Privacy-Preserving Data Analysis
🤖 Anthropic — Completed AI model evaluation (Claude Code Human Preference) — benchmarked LLM code outputs for quality, security, correctness, and reliability
🔬 Research Directions — Proposed systematic uplift measurement across vulnerability classes, intent-vs-artefact safety boundary generalisation, and defensive application development to Anthropic's Fellows team
🎓 Mentoring — Mentored peers in cybersecurity, C/C++ programming, and systems-level problem-solving at Macquarie University



