systems Obvio.ai Embedded Traffic Safety Embedded ML and computer-vision systems for traffic-safety enforcement. open-source GCC Rust 2024 Rustc test-suite adapter for GCC Rust using rusttest-to-dg, Compiletest annotations, and DejaGnu. GCC Rust 2023 Diagnostics and error-code support for the GCC Rust frontend. teaching-community FAST Lang / Compiler Construction Teaching assistant work guiding students through lexers, parsers, and simple compilers. Techonix.pk / FirstContributions Open-source onboarding, GitHub workshops, and community programs reaching 2,000+ people.