Strategic AI & Machine Learning Application in the wine industry


Project scope
Categories
Data analysis Machine learning Artificial intelligenceSkills
machine learning sales forecasting artificial intelligenceWe want to leverage the latest technology to gain an advantage in our e-commerce wine sales market. Collaborate with students to strategically apply AI and machine learning in our organization. Through using internal and open source data and applying analytic models, methodologies, and machine learning tools, we hope to get an end-to-end machine learning solution that builds out wine recommendations using all the tech we apply.
Students should be prepared to:
- Identify and present an opportunity within our organization, which AI could be applied.
- Develop a unique machine learning solution, based on the the latest technology, and create a report that provides an provides an in-depth overview into the AI solution.
A final report that demonstrates:
- Recommendation engines.
- Fraud detection
- Text/numeric data classification
- A 30 minute presentation
A few areas of specific interest for us include:
- Predicting customer lifetime value
- We want to leverage the latest technology to gain an advantage in our e-commerce wine sales market. We would like to collaborate with students to strategically apply AI and machine learning.Through using internal and open source data and applying analytic models, methodologies, and machine learning tools, we hope to get an end-to-end machine learning solution.
Students will connect directly with the employer for mentorship throughout the project. Access to Dropbox folders housing databases, algorithm and methodology already built. Access to Master of Wine for assistance with planning of direction and feedback on work in progress.
About the company
myWinegenie is a Vancouver-based technology startup providing a comprehensive iOS/Android mobile app and Web-based solution to wine enthusiasts and local and regional wine markets
Portals
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Toronto, Ontario, Canada