Welcome to the Hive
I'm Jackson Cmelak. I build machine learning models, systems software, and the occasional web application.
Čmelák (tschmeh-lahk): the Czech word for bumblebee.
Recent work
All projectsUDP Telemetry Receiver
A C++17 sender and receiver for a 28-byte binary format I designed, with CRC-32 and byte ordering done by hand.
systems C++17CMakeBSD sockets
BoosterTutor
A draft coach for Magic. Python works out every verdict, and the LLM only puts it into words.
web PythonFastAPIPostgreSQLSvelteKitTypeScript
Bone Fracture Detector
A ResNet classifier for fractures in X-rays, built after a weaker baseline so the result means something.
ml PythonPyTorchscikit-learnJupyter