Minguang Zhang
Data Science
- Role
- Associate Director at Blend
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Minguang Zhang
10+ years professional experience in data mining and predictive modelingSelf-motivated and highly ambitious professional with experience of managing people and working with offshore teamsTools: SAS, SQL,R, Python, Excel, Access, Word and PowerPointSpecialties: Data mining, predicative modeling, marketing media analysis and optimization, customer segmentation, business analytics and strategy, pricing strategy, product assortment, data warehouse and data mart design, customer experience, cross-sell strategy, channel integration & optimization, call center operation, customer contact strategy, consumer lending, direct marketing
Experience
Associate Director
Mar 2022 — Present · Chicago, IL, US
Marketing Mix modeling, MTA, Meta learner Uplift modeling, offer personalization and optimization, campaign experimentation and testing, casual inference, customer response modeling, customer segmentation, omnichannel communication, B2B Sales/lead scoring model, AI assistant app leveraging LLM and RAG
Education
Northern Illinois University
PHD(ABD), Economics
2002 — 2006
Shanxi University of Finance and Economics
Bachelor, Financial management
1995 — 1999
Nankai University
MS, Finance
1999 — 2002
Northern Illinois University
Master of Science (MS), Applied probalities and statistics
2005 — 2006
Skills
- Marketing Strategy
- Teradata
- Data Analysis
- Product Development
- Analysis
- Predictive Analytics
- Market Analysis
- Segmentation
- Data Mining
- Quantitative Research
- Marketing Research
- Customer Analysis
- Data Warehousing
- Portfolio Management
- Spss
- Sas
- R
- Pricing
- Optimization
- Statistical Modeling
- Time Series Analysis
- Strategy
- E-Commerce
- Vba
- Optimizations
- Sql
- Logistic Regression
- Risk Management
- Credit Risk
- Direct Marketing
- Business Analytics
- Database Marketing
- Marketing
- Sas Programming
- Market Research
- Marketing Analytics
- Crm
- Unix
- Data Modeling
- Business Intelligence
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