Projects

Here’s an overview of the projects on this site, from current machine learning work to kernel drivers merged into the OpenBSD tree. Some earlier projects have come and gone; their old pages redirect here.

Grammar Error Correction

Polish grammar error correction model on Hugging Face — proposes corrections token by token, exported in ONNX and safetensors formats.

Miditizer

Piano transcription model on Hugging Face — turns raw audio into MIDI notes.

OpenBSD Kernel Drivers

Kernel drivers for Allwinner ARM SoCs accepted into the official OpenBSD source tree — Security ID, PWM controller, and backlight.