Candice Huang
Management Trainee @ Scania Group China
About
As a data scientist with a Master’s from Columbia and a solid analytical foundation in finance from Ohio State University, I specialize in transforming data into strategic insights. My expertise lies in quality assurance, predictive modeling, and providing actionable recommendations to optimize business operations, as demonstrated through impactful roles at Nordstrom and Didi Global. With a clear focus on the tech and finance sectors, my goal is to leverage my skills in machine learning, EDA, and risk analysis to drive data-driven decision-making processes. Proficient with Excel VBA, R, Python, SQL, and Tableau, I aim to address complex challenges, mitigate risks, and contribute to the bottom line. I am seeking opportunities as a data analyst or risk specialist where I can push the envelope in data strategy and risk management, adding value through meticulous analysis and innovative solutions. Let’s connect to discuss how my analytical prowess can support your organization's objectives in tech and finance.
China
Shanghai
Transportation/Trucking/Railroad
Market Intelligence, Artificial Intelligence (AI), Cross-functional Team Leadership, Project Management, Data Governance, Performance Management, Financial Reporting, Machine Learning, Data Modeling, Communication, Research Skills, Nonprofit Organizations, Questionnaire Design, Visual Basic for Applications (VBA), VBA Excel, Process Efficiency, Data Visualization, Cost Reduction, Financial Analysis, Financial Statements
Experience

Data Scientist
United States
Capstone Project Merged industry insights with ML to predict and optimize stock, targeting a 10% cost reduction and 20% efficiency increase. Cleaned 6.4M+ dataset entries, conducted EDA to inform feature selection, aiding in model design. Developed predictive models with Random Forest and Gradient Boosting, utilized AutoML for enhanced accuracy, achieving 30% RMSE improvement.
Candice Huang's Contact Information
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