Engineering sub-millisecond sub-word tokenization and autonomous ReAct agent execution across bare-metal environments.
Zero-copy memory mapping (`mmap`) architecture written in C++17. Eliminates vocabulary deserialization overhead across heterogeneous CUDA and HIP clusters.
Terminal-native autonomous software engineer. Automatically spawns Git worktrees for isolated parallel sub-task execution and interfaces directly with Wayland Mutter D-Bus portals.
Direct channel for high-throughput LLM runtime integration, vocabulary dataset licensing, and ethical research collaboration.