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.


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

Customer churn prevention: 
A prescriptive solution using deep learning
Article
Customer churn prevention: A prescriptive solution using deep learning
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...

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