AI-driven pipelines, automation infrastructure, and documentation systems that scale.
AI agent fleet that reviews, scores, and publishes articles against custom quality rubrics. Structured output schemas enable multi-perspective evaluation and adversarial verification. Automated fork/edit/publish lifecycle via Document360 API. Handles end-to-end content operations with minimal human intervention.
End-to-end pipeline: Jira JQL extraction, schema enforcement, HTML generation by solution area, quality scoring, and bulk publishing. Delivered 10 consecutive biweekly release cycles with zero missed deadlines. Dramatically reduced manual work and eliminated coverage guesswork.
Analyzed 17,500 support tickets using AI classification to identify patterns and documentation gaps. Discovered 20 major gaps generating avoidable customer contacts. Prioritized content creation roadmap for 6 months based on data-driven analysis of missing documentation.
Async pipelines reconciling content across Jira, Confluence, and Document360 simultaneously. Handles authentication, rate limiting, structured extraction, and automated publishing. Unified multiple knowledge bases into single source of truth with zero data loss.
Async Playwright scraper for legacy Jira system with no API access. Used Chrome DevTools Protocol for authentication and navigation. Extracted and preserved 200+ configuration documents before system decommission. Automated attachment downloads and structured data extraction.
Extracted 7,541 screenshots from legacy training PDFs using OCR. Enriched dataset with AI-generated tags (34,414 total tags). Built searchable knowledge base indexed by UI element, field name, and solution area. Enables rapid troubleshooting and visual documentation.
Standalone reference site consolidating version jump guides, pre-flight checklists, and deployment specs. Unified content from Confluence, Jira, and release notes into cohesive technical resource. Custom build pipeline with automated deployments.
Custom Atlassian plugin implementing "Create from Template" for 9 documentation types. React frontend with Confluence API backend. One-click page creation with pre-populated fields, automatic linking, and standardized formatting. Self-service authoring for domain teams.
Personal DevTools platform with 60+ authored agent skills and custom MCP servers wrapping domain workflows. Includes KB coverage audits, release-note scoring, leak/GA-risk scanning, cross-source config lookup. Pre-write linter verifies system-variable codes against live KB. Transforms documentation domain expertise into reusable automation.
Transforms written documentation into narrated walkthrough videos automatically. Uses faster-whisper for transcription, Playwright for screen capture, and ffmpeg for assembly. Includes Synthesia API path for avatar narration. Enables video content creation without manual recording or editing.
Reverse-engineered SmartClient data grid ResultSet to click rows deterministically. Overnight batch captures rendered docs and config screens per release note. Implements session reuse, resumable manifest, per-item failure isolation. Codex-based self-repair layer auto-diagnoses and recovers from failed runs.
CLI tool unifying Jira (via MCP), Outlook, and internal DSC tasks. Used Windows COM interop to reach Outlook where Graph API was blocked by conditional-access policy. Single command view across all task sources with filtering and prioritization.
Explore more code, scripts, automation tools, and open source projects on GitHub. Check out my repositories for implementation details and additional work.
Visit GitHub ProfileCheck out the writing samples to see documentation quality in action.