This is your work, valued

Full-stack learner building data pipelines, web apps, and systems fundamentals through hands-on labs.

ETL pipelines and data extractionSQL and database designSystems and compiler fundamentalsPython data science librariesFull-stack web applicationsUnit testing and code quality

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Ntoiti Fidelis

Top 12%
@fidelis3

Actively shipping code and contributing regularly—ranking in the top 12% of GitHub users globally for contribution frequency.