A graduate from National University of Singapore majored in Applied Mathematics.
She has more than 5 years experience in big data analysis and modelling.
She likes to wrangle with and make sense of data using her analytical skill. Her projects range from full-stack web development to data crawling, analytics, text processing, Recsys and machine learning-deep learning.
Analysis/Modelling: Collaborative Filtering, Embedding, Matrix Factorisation, Regression Analysis, Linear Programming-Simplex Method.
Machine Learning: Decision Tree, Regression, GBM, XGBoost, GBTRegressor, Random Forest, kMeans, kNN.
Data science: Python, SQL, R, Hive, Spark, Hadoop.
Version control: Git.