pursuix

Marween Timbreza

metro manila, philippines

Learning Python. Building toward SDET and QA automation work.

projects what I'm doing now

Projects

updated 2026-08-13
  1. 01

    Inter-annotator agreement toolkit

    in progress

    Python CLI that reads annotation CSVs and reports Cohen's kappa, Fleiss' kappa, and confusion matrices.

    Python · pandas · pytest — Being written now, as of August 2026. Nothing to link yet.

  2. 02

    Playwright test suite in CI

    next

    End-to-end suite with a page-object structure, running on GitHub Actions on a schedule.

    Python · Playwright · GitHub Actions — Not started. Queued after the toolkit.

  3. 03

    Annotation audit pipeline

    planned

    pandas pipeline that flags SOP violations in labeled data and tracks annotator accuracy over time.

    Python · pandas — Not started.

  4. 04

    Labeling quality dashboard

    planned

    Visualises agreement trends and error taxonomies from the audit pipeline output.

    Python · Streamlit or Plotly — Not started. Depends on the audit pipeline.

Writing

all notes →
  1. 2026-06-16

    Understanding network traffic

    draft

    What's actually moving across the wire, and how to read it — from a capture to a first detection idea.