Machine Learning Engineer, Lightning.ai mania, Working for Faster & Lighter model.
Lightning(Pytorch-Lightning, LightningApp, Fabric), Pytorch, FastAPI, and such things...
With LightningApp and Lightning Fabric, we not only implement patchcore model but also easily serve the RESTful API Endpoint.
This is a EfficientNetv2 model that is able to distinguish 322 car type by using photos captured by traffic camera or video. It can be applied to traffic enforcement or parking lot management.
To enhance elder's voice data recognition voice, we want to analyze the voice of the elder people.
I won the first prize on "2022 대스타 해결사 플랫폼: 자연어처리 분야". Check the article if you want to see more information.
I usually upload my articles about machine learning on BrunchStory. Check out to read my articles.