data victims

we've all been victims of bad data, broken pipelines, and midnight failures. this is where we fight back.

no hype. no filler.

★★★★★

who's behind this?

we're haseeb shaikh and faizan — building real data systems for companies across the uk, south africa, and the middle east.

portrait photo of haseeb shaikh and faizan standing side by side against a dark navy background
portrait photo of haseeb shaikh and faizan standing side by side against a dark navy background

150+

15

trusted worldwide

real projects

what you'll learn

Hands-on lessons from real data engineering projects.

A clean, minimal illustration of data pipelines flowing through servers against a dark navy background.
A clean, minimal illustration of data pipelines flowing through servers against a dark navy background.
real pipelines

Build end-to-end pipelines with production-ready code.

real architecture

Understand the decisions companies actually make.

real problems

Debugging, validation, failures, and technical debt.

Our Projects

Hands-on data engineering projects we've built.

Screenshot of a complex data pipeline flowchart with dark theme and cyan highlights.
Screenshot of a complex data pipeline flowchart with dark theme and cyan highlights.
Pipeline Build

End-to-end ETL pipeline using Python and Spark.

Visual diagram of cloud data architecture with Snowflake and AWS components.
Visual diagram of cloud data architecture with Snowflake and AWS components.
Cloud Setup

Designing scalable data platforms on cloud.

Screenshot of debugging session showing logs and error tracking in terminal.
Screenshot of debugging session showing logs and error tracking in terminal.
Dashboard view of data validation metrics with clean, minimal design.
Dashboard view of data validation metrics with clean, minimal design.
Debugging

Troubleshooting pipeline failures and errors.

Validation

Ensuring data quality and consistency checks.

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