Artificial Intelligence
These summaries document recent AI-assisted work primarily focused on Adobe Experience Manager (AEM) implementations, automation pipelines, enterprise migrations, and data analysis.
AI Tool Integration
Installed and configured Claude Code for terminal use, resolving earlier limitations around conversation length and file size. This enabled analysis of large logs, spreadsheets, and codebases that were previously impractical to work with manually.
Enterprise Automation Pipelines
Built production-ready Workfront Fusion automation scenarios with multi-step conditional logic, self-trigger protection, router paths, iterators, and multi-select field handling. Work included end-to-end contract management systems integrating Workfront, Fusion, and AEM, with supporting dashboards, Python-generated deliverables, and full scenario documentation.
Asset Ingestion & Pipeline Testing
End-to-end testing of asset ingestion pipelines (Files → GCS → Kafka → AEM DAM). Identified a 29% ingestion failure rate caused by stale metadata contaminating assets post-processing. The fix achieved 100% ingestion success in validation testing.
Enterprise Migration Planning
Architecture, phasing strategy, team playbooks, and communication plans for large-scale AEM 6.5 to Cloud Service migrations involving millions of assets. Deliverables included technical architecture documents, pre-migration checklists, go/no-go procedures, UAT checklists, rollback procedures, and stakeholder communication templates.
Large-Scale Data Analysis
Used Python scripts to process files too large for native tools — including asset inventories with hundreds of thousands of rows, multi-GB AEM error logs, and oversized Excel workbooks. Analyses included naming convention validation, duplicate detection, folder mapping, and migration reconciliation.
Dynamic Media & AEM Troubleshooting
Identified root causes in asset publishing delays, API failures, and stuck workflow issues through multi-day error log analysis. Produced actionable findings, error reports, and remediation documentation across multiple environments.
Integration & Metadata Work
Third-party integration specifications, metadata schema design for multi-panel AEM workflows, field mapping across platforms (Workfront, AEM, Stibo STEP), DAM folder restructuring, AEM permissions matrices, and SSO group configuration.
Project & Team Deliverables
Workfront text mode reporting, effort estimation for custom feature development, backlog analysis, team onboarding plans, time tracking analysis, and documentation comparison work.