Dr. Puifai Santisakultarm is an AI/ML Solutions Architect from Amazon Web Services.

She is a data scientist with a Ph.D. in Engineering. Experienced in big data using Python, Scikit-learn, Spark, Pandas, statistics, and machine learning. Outstanding communicator for technical and non-technical audiences. She uses machine learning and AWS tools to help life science companies solve data problems.

Languages: Python, Matlab

Tools: Scikit-Learn, Pandas, Spark, Keras, Tensorflow, Seaborn, Matplotlib, Numpy, Jupyter Notebook, Git

Techniques: Machine Learning, Convolutional Neural Network (CNN), XGBoost, Random Forest Classification, K-means Clustering, Deep Neural Network, Multilayer Perceptron, Multi-task Learning, Logistic Regression, Semi-supervised Learning, Synthetic Minority Over Sampling (SMOTE), z-test, ANOVA, Chi-square, Normality Test, Similarity Matrix, Non-parametric Tests