Ai Engineer
CurrentProduct development:1. Auto deep learning software for image data. - Maintained core functions and performed unit testing. - Added new feature such as visual explanation.2. Auto machine learning software for tabular data. - Automated data processing. - Data visualization - Designed training, validation, and inference pipelines.Main projects:1. Object detection and OCR project: - Collected and annotated data. - Customized data augmentation methods. - Built model with PyTorch, and deploy model on different edge devices with onnx and TensorRT.2. Medical image segmentation projects: - Processed CT/CBCT images and DICOM files. - Provided pretrained models and re-training pipelines for customers. - Packaged the inference pipeline and ONNX model as an single executable file.
