Machine Learning Engineer
- Work on computer vision problems (SOTA semantic instance segmentation Detection) and Research, innovate new solutions for Artificial agriculture.- Big data possessing, augmentation pipeline, feature analysis and visualization- Model training code, evaluation metrics, calibration and quantization- Deploy with NVIDIA TRT engines of trained Pytorch models- Research for techniques to improve shape awareness and model ability for semantic understanding through optimize loss function- Evaluate Regularization, attention mechanism, Dropout methods for CNN on model performance