Ingrid Chien is an accomplished data science professional with a robust background in machine learning, data analytics, and geospatial analysis. Currently serving as a Data Science Intern at CVS Health and Accenture, Ingrid has previously contributed as a Machine Learning Researcher at Riff Analytics, where research focused on improving speech detection models. Ingrid has also developed synthetic data generators at Medic, enhancing software testing processes while safeguarding patient privacy. As a Data Consultant for Social Good at the Data Science Society at Berkeley, Ingrid applied geospatial techniques for elephant conservation efforts. Ingrid has extensive teaching experience, having instructed college students in data science and guided them through practical projects. Educational qualifications include a Bachelor of Arts in Data Science with a focus on Statistics and Economics from the University of California, Berkeley.