Automation

• The documentation localization

  Led an AI-driven localization pipeline for a new market launch, translating 9,000+ files into the target language in two sprints, with zero disruption to how contributors already worked.

  • Documentation
  • Localization
  • Automation
  • AI
  • Cross functional collaboration
  • Risk management
• The API consolidation

  Led an independent API consolidation, migrating six public APIs in two sprints onto the same platform and domain as the rest of the company’s documentation.

  • API
  • Documentation
  • Consolidation
  • Automation
  • Cost savings
  • Stakeholder management
  • Risk management
• How I keep open PRs in sync with main branch

  Sep 2, 2026

  I checked out Elastic’s docs-content repo, specifically its stale-sweep workflow: it flags documentation pages nobody has touched in a while and files issues to get …