Huangpu District, Shanghai, China
• Consulted Royal Dutch State Mines Corporation(DSM) on personalized-nutrition sector entry strategies with advisories based on research data modeling and quantitative/qualitative analysis.
• Incorporated databased consumer-behavior models into research data processing with pySpark and spark.sql libraries. Performed Linear Regressions on selected permutations of attributes and proposed 6 product-prototyping strategies.
• Helped refine the consumption-pattern-recognition model by removing 130 strongly-correlated hyperparameters with `dropouts' operation, resulting in an average 4\% increase in model accuracy.