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Home Insights All authors Jake Jian
Jake Jian

Jake Jian

Experienced Data Science leader with a demonstrated history of working in the utilities, retail, telecommunication and finance industries. Specialized in Machine Learning & Artificial Intelligence.

Check out the latest insights

Building a Workforce Schedule Optimization solution
Article
Building a workforce schedule optimization solution
Strategy
Article Building a workforce schedule optimization solution

When it comes to human capital, many organizations face a lingering dilemma concerning workforce management. There are two extremes: overstaffing and understaffing. Overstaffing leads to underuse of existing employees and causes labor costs to increase. Understaffing, on the other hand, cripple...

Strategy
Customer churn prevention: A prescriptive solution using deep learning
Article
Customer churn prevention: A prescriptive solution using deep learning
Artificial intelligence
Digital engagement
+1
Article Customer churn prevention: A prescriptive solution using deep learning

Customer retention is the primary pillar for building virtually any subscription-based business, including software, video game, media, and telecom businesses. Nowadays, it is common to use advanced machine learning techniques to predict customer churn probability as accurately as possible. However...

Artificial intelligence
Digital engagement
+1

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    Sr. Engineering Director, global auto parts retailer

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