Hi, I'm Evan.
I'm a machine learning application engineer. I have developed some projects related to AI, machine learning, and deep learning. I used several estimators like knn, decision trees, svm, and etc.
I also familiar with tensorflow, scikit-learn, pandas, numpy, keras, and others deep learning tools. I have build some architectures of deep learning backbone such as resnet18, resnet50, resnet101, vgg16, and etc. Also I have implemented not only cross entropy loss but also class weighing and focal loss for handle imbalanced class in several problems.
I hope that I can help you to deliver the project.
Thank you.