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  1. optimization_montreal_busroutes optimization_montreal_busroutes Public

    Looking at current bus stops in the Island of Montréal to recommend a routing strategy for a fleet of buses. Involves Mixed Integer Programming Optimization to get optimal routes and minimum number…

    Jupyter Notebook 1

  2. computervision_detect_beverages computervision_detect_beverages Public

    Computer Vision application in inventory management. Uses Object Detection from Facebook's Detectron 2 to identify beverages placed on supermarket shelves.

    Jupyter Notebook

  3. mySQL_artistmarketplace mySQL_artistmarketplace Public

    A sample MySQL Database that contains data about an artist marketplace. Deployed on AWS.

  4. instagram_engagement_recommendation instagram_engagement_recommendation Public

    Looking at Instagram posts, we recommend what factors drive engagement for a brand & recommend a strategy to increase engagement. Using object recognition from Google Vision, Natural language proce…

    Jupyter Notebook

  5. customer_churn_prediction customer_churn_prediction Public

    Using predictive models to address the problem of Customer churn. Preventive strategy to distribute coupons to customers likely to churn..

    Jupyter Notebook

  6. email_marketing_causal_analysis email_marketing_causal_analysis Public

    Statistical analysis to see effectiveness of email marketing campaign. Used regression, DoWhy & CausalML to calculate treatment effects. Feature importance & CATE, ITEs.

    Jupyter Notebook