
SAM — Smart Audio MusicHub
Systems and self-hosting project
Business questions. Clearer answers.
Business Intelligence & Analytics Lead
I turn complex data into clear insights—bringing analytics, development, and practical engineering together to help people make better decisions.

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A collection of projects where data, design, and engineering come together to solve practical problems.
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Systems and self-hosting project

BI / Analytics case study

Data engineering lab

BI / Analytics case study