Biying is a Data Scientist at Electronic Arts, a passionate and talented person in data and analytics. She has 2+ years of experience in applying statistics and machine learning techniques to solve business problems and 1 year of experience in building distributed machine learning applications using Apache Spark. • Specialities: Machine Learning, Social Network Mining, Natural Language Processing, Big Data Analytics • Programming language: Python, Scala, Java, SQL, Shell Scripting, R • Visualisation: Tableau, D3.js, matplotlib, ggplot, Gephi Big Data Stack: Spark, HDFS, MapReduce, Hadoop, MLib, Hive • Others: Amazon Web Services (AWS), MySQL, SQL Server, Agile / Scrum, scikit learn ©