Projects are often cutting-edge explorations of physics and computer science (e.g., acoustic key logging), prioritizing novelty over standard CRUD applications.

Repositories feature outstanding documentation with interactive demos, videos, and theoretical explanations that lower the barrier to entry.

Multiple scorecards (ggwave, kbd-audio) identify a lack of comprehensive unit tests and automated CI pipelines as a primary weakness.

Strong focus on ensuring code runs on Linux, macOS, Windows, and Web, often minimizing dependencies to achieve this.

Demonstrates mastery of modern C++, memory management, and zero-allocation patterns across multiple high-performance libraries like 'ggwave' and 'kbd-audio'.

Implements complex acoustic analysis, FSK modulation, and signal decoding algorithms from scratch in projects like 'kbd-audio' and 'ggwave'.

Successfully ports complex native C++ applications to the browser, enabling 'write once, run everywhere' deployment for tools like 'imtui' and 'wave-share'.

Designs modular, platform-agnostic libraries that run effectively on devices ranging from embedded microcontrollers to modern web browsers.

Creates custom TUI libraries and immediate mode interfaces ('imtui', 'imgui-ws'), though focuses more on functionality than aesthetic polish.

Authored 'kbd-audio', a significant security research tool demonstrating acoustic side-channel attacks, highlighting deep understanding of physical security risks.