Live · Part of Leveler

DataBrew

Integrating difficult source data into trustworthy services.

DataBrew available data categories and API access

DataBrew is part of the Leveler ecosystem. I led engineering of its data APIs and ingestion pipelines for Nigerian market, financial and government datasets.

OUTCOME / CURRENT STATUS

Live data services within Leveler

DataBrew is live within Leveler. I built ingestion and validation pipelines and data APIs; API response times measured below 70 ms in load testing. That figure applies to the measured setup rather than every endpoint or production workload.

My contribution

  • Integrated market-data sources and built cleaning and validation pipelines for inconsistent upstream records.
  • Organized incoming information into consistent datasets exposed to applications and developers through APIs.
  • Load-tested API responses at under 70 ms in the measured test setup.

The problem and decisions

Keeping data dependable meant establishing repeatable transformations, clear failure handling and predictable contracts at the API boundary. I treated upstream irregularities as a platform concern, not something every client should need to solve.

Tools and technologies

PythonFastAPIPostgreSQLREST APIs
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