Projects

Here you can find a non-exhaustive collection of projects I've worked throughout the years for several industries, describing the challenge the client had, and how data science and artificial intelligence techniques help us solve them.

Mapping consumer behavior with Graph analysis‍

Using graphs to understand how users engage with a super app

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COVID Data Science for occupational medicine

Identifying which factories have a higher COVID risk using public and private data

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Consumers store correlation with Association Rules

Association Rules and Apriori analysis to better understand customers' store usage during a shopping mall campaign

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Geospatial Data Science for app usage

Using geospatial data to understand where actions are originated and improve advertisement strategies

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NLP for customer reviews

Analyzing users feedback from web reviews to generate actionable insights

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Predicting train failures for preventive maintenance‍

Classifying if a train will have a failure in their next trip to preventively send it to maintenance

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RFM for client segmentation

Analyzing clients based on their recency, frequency and monetary value, we can create clusters to identify groups of clients for specific marketing communications

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Predicting churn of pay TV clients

Predicting clients that are most likely to cancel their TV subscription and identifying top contributing factors to it

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