Data Analysis for Business Optimization
To develop a failure prediction model based on parameters collected from sensors on vehicles in a fleet. Through our project, we try to answer the following questions:
- When will machines be more likely to fail?
- What variables and factors should be used to assess the risk of a breakdown?
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Posted May 8, 2023
Conducted comprehensive data analysis to identify trends and extract insights about maintenance variables. Reducing the breakdowns by 70%.
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Predictive Model for Customer Churn
Freelance work
Machine Learning Algorithm Development