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Data Scientist at PicPay, Vitoria, ES/Brazil
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All activities are executed using Python and Spark technologies on Databricks or AWS EMR to create a Spark and Hadoop Cluster.
Data Prepare
Clean, normalization and transformation using PySpark exporting parquet files with snappy compression.
Machine Learning Experience
Development of Machine Learning Models to identify clusters, classification them and do users recommendations.
Sentimental Analysis to help the relational department answer the consumers.
Complex Network is a really important approach to define some spreadability scores for the users.
Collaborative Filtering to do some products recommendations.
DBScan to create geographic clusters.
AWS Tools Knowledge
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