Image of Guangming Zhang

Guangming Zhang

Data Science, Fabric Care

Data Science, Fabric Care at Procter & Gamble

Greater Philadelphia Area

Section title

Guangming Zhang's Email Addresses & Phone Numbers

Guangming Zhang's Work Experience

Procter & Gamble

Data Science, Fabric Care

Comcast

Director, Data Science

November 2015 to October 2018

Greater Philadelphia Area

iClick Interactive Asia Limited

Director of Data Science / Chief Data Scientist

December 2012 to August 2015

(NASDAQ: ICLK) Beijing, China

Guangming Zhang's Education

Bowling Green State University

MS, Applied Statistics & Operations Research

Beijing University of Aeronautics & Astronautics

M.Eng. & B.Eng, Computer Science & Engineering

Northwestern University

Ph.D, Industrail Engineering and Management Science

Guangming Zhang's Professional Skills Radar Chart

Based on our findings, Guangming Zhang is ...

Strong sense of self
Perceptive
Thorough

What's on Guangming Zhang's mind?

Based on our findings, Guangming Zhang is ...

56% Left Brained
44% Right Brained

Guangming Zhang's Estimated Salary Range

About Guangming Zhang's Current Company

Procter & Gamble

− Create in-house media planning capability through Data Science by developing in-house optimizer to support Fabric Care upfront media buy and monthly optimization− Develop TV rating forecast, and program engagement score to improve brand effective reach for Tide/Downy− Develop unexposed and light TV viewer smart audience to improve brand reach through connected TV

Frequently Asked Questions about Guangming Zhang

What company does Guangming Zhang work for?

Guangming Zhang works for Procter & Gamble


What is Guangming Zhang's role at Procter & Gamble?

Guangming Zhang is Data Science, Fabric Care


What is Guangming Zhang's personal email address?

Guangming Zhang's personal email address is h****[email protected]


What is Guangming Zhang's business email address?

Guangming Zhang's business email addresses are not available


What is Guangming Zhang's Phone Number?

Guangming Zhang's phone (**) *** *** 426


What industry does Guangming Zhang work in?

Guangming Zhang works in the Information Technology and Services industry.


Who are Guangming Zhang's colleagues?

Guangming Zhang's colleagues are Anita Nak, Joel Vanni, Priya Yadav, Wei Wang, Daeun Song, Richard Hirsch, Jennifer Matlock, David Coufal, Wayne Foux, and Michael Wehle


About Guangming Zhang

📖 Summary

Data Science, Fabric Care @ Procter & Gamble − Create in-house media planning capability through Data Science by developing in-house optimizer to support Fabric Care upfront media buy and monthly optimization− Develop TV rating forecast, and program engagement score to improve brand effective reach for Tide/Downy− Develop unexposed and light TV viewer smart audience to improve brand reach through connected TV Director, Data Science @ Comcast -Grow and lead a team of data scientists to provide data insights and initiatives, identify and create service delivery metrics to support marketing strategy, customer cares, and field operations planning.-Estimate churn and financial impact due to network drop or re-positioning for Content Acquisition, understand the network price/value balance to longer justifies carriage. -Architecture and design geospatial platform for Comcast location/mobile data depository, deploy related infrastructure and data flow process to support generalized predictive modeling. From November 2015 to October 2018 (3 years) Greater Philadelphia AreaDirector of Data Science / Chief Data Scientist @ iClick Interactive Asia Limited -Grow and lead a team of data scientists to create sophisticated and value-added analytic & machine learning predict systems-Direct, construct, and design software systems and algorithms to analyze customer behavior, solve a variety of business problems, and create performance focused advertising products-Use predictive modeling, statistics, optimization, and other data analysis techniques to collect, explore and identify the right data to be analyzed from internal and external sources-Provide senior leaders and internal business partners actionable recommendations and strategic insights based on analytical research From December 2012 to August 2015 (2 years 9 months) (NASDAQ: ICLK) Beijing, ChinaResearch Scientist @ ContextWeb/PulsePoint −Forecast inventory and build predictive mathematical models for ad allocation optimization−Predict advertising campaign performance by decision tree machine learning systems−Develop/improve optimization models for display advertising campaigns −Design/implement the fraud detection classification models From May 2010 to November 2012 (2 years 7 months) New YorkSr. Operations Research Analyst/Advisor @ FedEx Express -Develop and implement the Mixed Integer Programming models for the Route Operations and Decision Support resulting in proposed cost savings of $200 million/year.-Support Static and Dynamic Route Assignment algorithms for package delivery.-Design and implement a new prototype of the real-time dynamic decision systems to assist flexible exchanges among couriers in package pickup using stochastic models and solutions.-Lead design and implement a new continuous approximation model to assess the profitability of new services in seven domestic metro areas. From August 2007 to April 2010 (2 years 9 months) Memphis, TNResearch & Development Intern @ United Airlines Developed Mixed Integer Programming models and the Branch-and-Price solution methods for aircraft routing leading to substantial cost reductions and revenue increases.Collaborated with Airline Scheduling clients to improve aircraft schedules to meet maintenance criteria.Extended and improved the international fleet assignment model by designing a station-specific method to handle gate capacity constraints as well as overnight restrictions. From June 2006 to November 2006 (6 months) Greater Chicago Area


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In a nutshell

Guangming Zhang's Personality Type

Introversion (I), Intuition (N), Thinking (T), Judging (J)

Average Tenure

2 year(s), 3 month(s)

Guangming Zhang's Willingness to Change Jobs

Unlikely

Likely

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Guangming Zhang's Social Media Links

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