Our client aimed to increase engagement metrics and user’s lifetime value for their platform. We took on the challenge to improve the client's customer experience. Also, new functionality should automatically classify any new online course added, tailored to any user preferences. See what’s under the hood of solutions like this one.
We improved customer experience by increasing engagement metrics by 18% and user's LTV by 13%, which has a significant impact on income equivalent for our client. Moreover, as the platform operates as an aggregator, all the content from any new component added could be geared to the user's personal preferences.
Python
REST
Ubuntu
Docker
SQL Server
Frameworks and Libraries
numpy
pandas
matplotlib
seaborn
scikit-learn
scipy
implicit
cornac
recommenders
Flask
gunicorn
AI Development Stack
Data exploration
Data cleansing
Modeling
Deployment (on-premise server)