CoOps
A GitHub collaboration analytics platform with D3 dashboards and AI-assisted data summaries.
Layered data pipeline, React UI, tests and six CI/CD pipelines in a Scrum team.
Python · React · TypeScript · D3.js · GitHub Actions
- Pipeline: 4 h → 30 s
- 47 commits by me
Context
CoOps was built to measure how software teams collaborate on GitHub. It gathers repository data, presents D3.js dashboards and uses an AI layer to summarise the results in plain language.
The problem
The original processing pipeline made analysis impractical: it took roughly four hours. The data also had to be presented without forcing people to manually interpret every metric.
My contribution
I worked on the React interface, the layered data pipeline, the pytest suite and delivery automation. The project used six CI/CD pipelines and was developed by a Scrum team.
My work accounts for 47 commits.
Result
The redesigned pipeline reduced processing from about four hours to roughly 30 seconds. The dashboards and written summaries turned the collected data into a much more direct view of team collaboration.