about work blog

.Mustafa Idris.

Analytics Engineer

works.

Streamlined Analytics Pipeline Using PostgreSQL, dbt, Airbyte and Looker Studio

A fully integrated modern data stack leveraging PostgreSQL for storage, dbt for transformation, Airbyte for data movement, and Looker Studio for dynamic visualizations.

 dbt
 Airbyte
 PostgreSQL
 Looker Studio
 Docker

End-to-End ELT Pipeline with Airbyte, dbt, Dagster, and BigQuery

An ELT pipeline integrating Airbyte, dbt, Dagster, and BigQuery for automated data extraction, transformation, and loading into BigQuery.

 Airbyte
 dbt
 Dagster
 BigQuery
 Docker

Data Modeling with dbt Core and Snowflake

This project implements a complete data model for an e-commerce company using dbt Core and Snowflake. It transforms raw CSV data into a well-structured, analytics-ready model within two Snowflake databases: raw and analytics.

 dbt
 Snowflake
 Python
 Shell

dbt-Powered Pipeline for Users Engagement, Transactions Pattern & Growth

A fully automated data pipeline for tracking and analyzing user growth, transactions, and referrals using dbt, PostgreSQL, and Power BI.

 PostgreSQL
 dbt
 Python
 Power BI

Dashboards and Reports

This contains some selected dashboards, visualization and reports built with business intelligence tools like Power BI, Tableau, Looker Studio etc.

 Power BI
 Looker Studio
 Tableau

Onchain Analytics and Insights

This portfolio showcases the various DeFi projects I've worked and contributed to on the blockchain.

 Flipside
 Dune
 Bitquery

about.

about me

Hey, Cousin!

I'm Mustafa Idris, an Analytics Engineer who enjoys building robust data pipelines, designing scalable data models, and transforming raw data into actionable intelligence that drives growth. With a background in Accounting, I've expanded my skill set into the exciting world of Data, Analytics Engineering and Business intelligence, bridging the gap between numbers and strategy.

When I'm not chasing data points and insights, you'll find me indulging in a world of hobbies that add a sprinkle of excitement to my life. My current interests span across tech, media and sports.

skills

Programming: SQL, Python
Tools & frameworks: dbt, Airflow, Airbyte
Databases: PostgreSQL, MySQL
Cloud: GCP, Snowflake, AWS
BI/Visualization: Power BI, Looker
Onchain: Flipside, Dune
Others: CI/CD

experience

Presently: I'm deep in Analytics Engineering at Metrics DAO, uncovering insights from onchain data.
Previously: Developed scalable data infrastructure at RedRose, an innovative e-cash transfer solution for the humanitarian sector.
Prior to that: Built and optimized data pipelines at Kyshi, a neobank for Africans.
Initially: Converted data into actionable insights at The JJC App, a neighborhood app that connects people to SMEs in their location.

I'm currently listening to

Got a question, project or just looking to collaborate on something impactful?
Feel free to reach out at mustafaotaru@gmail.com

blog.

What the Heck is a Semantic Layer?

And Why It’s the Key to Making Data Simple, Accessible and Useful.

3 Common dbt Mistakes And How to Avoid Them.

A Guide to Avoiding Common Mistakes in Data Transformation and Modeling with dbt.

Analyzing Marvel Vs DC Rivalry: What Does The Data Say?

An Exploratory Analysis of Marvel Vs DC Rivalry using Microsoft Excel and Power BI.