Strategic AI & Machine Learning Application in the wine industry

Closed
myWinegenie Applications
Vancouver, British Columbia, Canada
Allen Ingram
Founder & CEO
1
Project
Academic experience or paid work
200 hours of work total
Learner
British Columbia, Canada
Advanced level

Project scope

Categories
Data analysis Machine learning Artificial intelligence
Skills
machine learning sales forecasting artificial intelligence
Details

We 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.

Deliverables

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.
Mentorship

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

Company
Vancouver, British Columbia, Canada
Technology

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