I build tools that squeeze more out of hardware people already own — GPUs, codecs and game engines included.

• 🎞️ Working on ClearFrame — real-time neural upscaling for movies and TV on NVIDIA RTX Tensor Cores
• 🔬 Into video pipelines, inference optimisation and honest benchmarks
• 🛠️ Comfortable going low-level: bytecode patching, D3D11 video processing, WebRTC streaming
• 🎮 Also make games and mods in my spare time

ClearFrame turns soft, over-compressed 480p–720p video into clean 1440p while you watch. Step one is done: an open benchmark bench that measures upscalers against the clean original — and shows that driver RTX VSR barely beats bicubic on compressed web video. Next: compact models compiled to TensorRT and a model trained on real streaming artifacts.