Cindy Xingyue Wang
Analytics and Insights | MS Business Analytics 24\' @UMN Carlson | Duke Fuqua | Ex-Kimberly-Clark | Retail & CPG
- Role
- Data Science Consultant at Carlson Analytics Lab
- Location
- Minneapolis, MN, US
- LinkedIn followers
- 500 followers
About Cindy Xingyue Wang
Greetings from the intersection of data and dreams! I\'m Cindy Wang, a forward-thinking data expert passionate about harnessing the power of analytics to uncover insights and drive value creation. My journey over the past 4 years has been revolving around leveraging analytics and transforming data into compelling stories that pave the way for groundbreaking decisions, growth, and innovations. My experience spans creating sophisticated data visualizations, building efficient data pipelines, developing predictive models, and employing various analyses to solve complex business challenges. Who am I? Master Storyteller with Data: With my arsenal of a wide variety of analytical tools like SQL, Python, Tableau, and R, I paint pictures from data that lead to \"aha\" moments and strategic pivots. My canvas? Complex datasets. My palette? Advanced analytics techniques. My gallery? Successful business strategies and enhanced decision-making processes. My approach is rooted in a deep understanding of both the granular details and the bigger picture. Architect of Digital Success: Imagine launching an online beauty store and steering it to a thriving digital empire through sheer analytical brilliance and marketing acumen. My journey from founding Venus de Milo Online Beauty Store to scaling new heights in revenue is a testament to the power of data-driven entrepreneurship. Innovation Catalyst: From pioneering data analytics solutions at the Carlson Analytics Lab to reshaping E-commerce strategies at Kimberly-Clark, my career is a saga of continuous innovation and improvement. I thrive on challenges, transforming them into opportunities for growth and learning. What\'s Next on My Horizon? My goal is to collaborate with teams that are at the forefront of using data to inspire action and drive meaningful change. I am passionately looking for the next challenge where I can contribute my blend of analytical expertise and creative problem-solving in roles centered around data analysis or data science. In the realm of data analysis or data science, I bring not just my skills but a relentless drive to explore uncharted territories, uncover hidden insights, and contribute to creating data-powered success stories. If you\'re seeking someone who marries analytical rigor with creative insight to uncover opportunities and drive strategic initiatives, let’s connect. Together, we can turn data into our most powerful tool for success.
Experience
Data Science Consultant
May 2023 — Present · Minneapolis, MN, US
Client: Local Financial Service Company - Customer Retention (Python, R, Tableau)• Enhanced retention by 22% with customized retention strategies by identifying 3 key churn predictors with precise detection boundaries leveraging Random Forest model and deriving effective interventions from regression analysis• Saved $72K+ operational cost in customer communication and service planning by designing a Tableau interactive dashboard presenting customer profile, churn risk, service stage, best interventions, etc.Client: National League Sports Team - Marketing Strategy Optimization (Python, SQL, AWS, Spark, R)• Identified purchase patterns and stages by building 20+ ETL pipelines to process 30GB+ multi-source customer data, engineering 15+ RFM-based metrics and email engagement metrics to perform customer segmentation with K-means algorithm, and mapping customers to a customized conversion funnel using AWS EMR (Spark) and Athena (SQL) • Designed 5 marketing strategies enhancing customer loyalty by performing Propensity Score Matching (PSM) on customer clusters to uncover the causal effect of 7 marketing interventions in advancing customers down the funnel• Improved marketing decision efficiency by visualizing behavioral variations across 13 customer clusters and tracking funnel conversion rate using an Amazon Quicksight dashboard that delivered a comprehensive customer BI report Client: Local Public Schools: College Success Prediction & Course Evaluation | Python, R, Tableau• Built a predictive model in Python with 10 years of data to assess 7 key courses’ impact on college success. • Created a Tableau dashboard for clients to conduct trend analysis on future students’ academic development. • Identified 3 key courses using model’s feature importance and outlined their link to college enrollment and transfer credits earned.
Education
Duke University - The Fuqua School of Business
Master's degree, Master of Management Studies
2022 — 2023
UMN Carlson School of Management
Master's degree, Business Analytics
Sun Yat-sen University
Bachelor's degree, Logic, Department of Philosophy
2018 — 2022
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