Backend and data engineering

Better systems for messy data.

For teams whose reporting and day-to-day work depend on too many tools and too much manual cleanup. The work here focuses on connecting systems, fixing data flows, and building internal tools that are easier to run.

01 / Integrations

Connections and backend logic that reduce manual copy-paste between tools and keep work moving.

Services

Integrations and APIs

Connections and backend logic that keep information moving between the tools a team already uses.

Typical deliverables

  • APIs and integrations that move information between tools
  • Backend logic for internal or client-facing workflows
  • Authentication and permissions for shared systems
  • Cleanup of fragile handoffs between products and internal tools
  • Systems that are easier to maintain after launch

Outcomes

  • Less duplicate entry and less manual copy-paste
  • Fewer workflow bottlenecks between teams and tools
  • Systems that are easier to extend as the work grows

Past projects

A few examples.

File 01

Organization

Meta

Context

Investigations and reporting for integrity teams

Project summary

Clearer Threat Intelligence Reporting

Large investigation datasets turned into clear findings for integrity and policy teams.

Project notes

  • Analyzed large malicious-account datasets using SQL, Python, and Jupyter Notebooks.
  • Turned investigation work into reports and recommendations that stakeholders could act on.

Contact

Get in touch.

Send a short note about the reporting, workflows, data issues, or internal tools you want to improve.

Project type