Mark Chen Email & Phone Number

Claremont, California, United States

 Developed a prescriptive analytical component for the current platform, translating feature importance from forecasting models into actionable strategies. This initiative resulted in a remarkable 20% boost in revenue within eight months. Employed ensemble modeling techniques to enhance a regression model's predictive accuracy in forecasting the frequency of a specific event over the next 12 weeks, resulting in a 5% accuracyimprovement. Implemented forward geocoding and clustering techniques to map geolocation data to Named Entity Recognition (NER), achieving an 95% accuracy in extracting geographical information from queries. This initiative led to a 15% increase in sales and service by leveraging precise geospatial insights.

California, United States

Develop a 7x24 cloud-based ML prediction platform to monitor discharged patients daily physical activities and vital signs by integrating health-related data targeting 2% of the 2 billion hospital penalty nationwide marketSupport Stanford medical center IRB trial, deliver ML Models’ comparison, time-series performance, and visualizationDesign user-friendly Interface on IOS for Aicare Alerting Application to catch up with the latest iPhone updates.Co-author of the manuscript of “Cloud-based Machine Learning Predicts Clinical Outcome in Cardiovascular In-Patients Discharged to Home”Map out strategic models for medical AI startups based on previous works to translate theory into practice to set revenue forecasting model in Round A (target 2 million USD)

California, United States

Shanghai, China

A preliminary understanding of equity investmentFamiliar with the Chinese Economic Database systemResearch about solar power, AI, Cyber Security, Biotech, Electricity, Beacon technologyLeft all co-workers and company a very good impression

Suzhou, Jiangsu, China

Participated in four local enterprises‘ Due DiligenceResearched in medical technology and garden machines

Master Of Science - Ms, Applied Data Science And International Studies

Activities and Societies: Project: covid digital push on online shopping by studying US stock price, AI Medical starts up strategic.

Bachelor Of Arts - Ba, Statistics And Data Science

Activities and Societies: Related coursework: Statistics, Probability Theory, Stochastic Process, R, SAS, Financial Mathematics.

Associate'S Degree, Business/Managerial Economics

Activities and Societies: Member of AGS volunteer club Coursework: Macroeconomics, Microeconomics, accounting, Japanese, Java, C++