Cyber Security & AI

Security thinking, strange AI prototypes, human-memory systems, encryption research, and educational work that explains how attacks actually reach people.

AI that remembers, security that teaches.

The point is practical: systems that handle data, identity, memory, risk, and translation in ways people can actually understand.

Memory Clone AI project
AI ClonePythonChatGPT API

Memory Clone

Built a working digital self-cloning prototype that processes messages, notes, photos, and voice material into a contextual memory system with per-contact separation and style-aware replies.

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Ciepiel's Cross research image
ResearchSteganographyUniversity

Ciepiel's Cross

Final-year research exploring a mathematical pattern for steganography, image cryptography, and file-size reduction, framed as a novel approach to secure data handling.

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Screen Text Translator project
C#Desktop OverlayPrototype

Screen Text Translator

A C#/.NET overlay that captures and translates on-screen text in real time, then places the translated text back over films, games, websites, and other visible content.

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Jestem Toba book cover
BookSecurity EducationLaunch

Jestem Toba

A semi-fictional hacking journal written to show social engineering, phishing, clickjacking, Wi-Fi attacks, and defenses from the attacker's perspective without becoming dry theory.

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Penna AI assistant
UnityAR / VRVoice AI

Penna AI

A Unity and Vuforia assistant prototype with voice interaction, text-to-speech, emotional states, hand tracking, and AR portal rendering for mobile VR experiments.

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