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optimization_montreal_busroutes
optimization_montreal_busroutes PublicLooking 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…
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computervision_detect_beverages
computervision_detect_beverages PublicComputer Vision application in inventory management. Uses Object Detection from Facebook's Detectron 2 to identify beverages placed on supermarket shelves.
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mySQL_artistmarketplace
mySQL_artistmarketplace PublicA sample MySQL Database that contains data about an artist marketplace. Deployed on AWS.
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instagram_engagement_recommendation
instagram_engagement_recommendation PublicLooking 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…
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customer_churn_prediction
customer_churn_prediction PublicUsing predictive models to address the problem of Customer churn. Preventive strategy to distribute coupons to customers likely to churn..
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email_marketing_causal_analysis
email_marketing_causal_analysis PublicStatistical analysis to see effectiveness of email marketing campaign. Used regression, DoWhy & CausalML to calculate treatment effects. Feature importance & CATE, ITEs.
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