Senior Manager

Senior Staff Data Science Lead                                                                                                             

• Research and development in machine learning and data science

• Data analyzing and processing

Senior Data Science Lead, AI/ML                                                                                            

• Research and development in machine learning and data science

• Data analyzing and processing

Research Scientist                                                                                   

• Assessed performances of automatic image segmentation methods on large scale dataset of medical images

• Implemented various data science and machine learning methods on medical dataset and healthcare data

• Research on computational neuroscience, and medical imaging

• Development the statistical pattern recognition methods in healthcare such as SVM, KNN, ANN, etc.

Graduate Research Assistant                                                                                    

• Developed an efficient classification method based on deep neural networks for big EEG and fMRI data

• Developed an ensemble learning method for parallel classification

• Developed dimensionality reduction method based on PCA and ICA for large scale data

• Developed cloud based machine learning methods for computational neuroscience

• Developed IoT methods using Amazon Web Service for machine learning and data management in big data

Graduate Research Assistant                                                                                 

• Developed machine learning methods for healthcare and neurological disorders

• Implemented fuzzy methods for clustering and classification of clinical dataset