Skills

Python

AWS

Google Cloud

ETL

Git

Dashboarding

SQL

Analytics

Business Analysis

Projects

Engineered an ETL pipeline for mass price changes via Python, REST API and SQL to create a full end to end mass price change process. Transformation done using Pandas/Dask - coding samples available.

R was used to predict employee attrition based on IBM data. Report details data cleansing, classification (Chi-Square,Pearson Correlation), feature selection(Random Forest), Prediction (Support Vector Machines, Logistic Regression, Random Forest, Neural Networks, Decision Trees). Model performance was measured using AUC (area under the ROC curve) to account for sensitivity and specificity.

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