Personalized Adobe learning at enterprise scale — search, Edge Delivery, AdOps
Adobe Experience League is Adobe's flagship learning platform — millions of sessions, documentation, courses, certifications, and community content. I led front-end delivery for search, content discovery, AEM Edge Delivery modernization, and AdOps-grade analytics instrumentation.
Integrations
| Source | Stack |
|---|---|
| Public (experienceleague.adobe.com scan) | Adobe Experience Cloud / AEM |
| Engineering | Coveo Atomic + Headless, AEM Edge Delivery, GTM, Segment, JSON-LD, Datadog RUM |
What I shipped
Coveo search (Atomic + Headless)
- Coveo Atomic components with faceted navigation and curated recommendations
- Headless Coveo integration for flexible UI composition within Adobe design systems
- Query pipelines tuned for docs vs. courses vs. community threads
AEM Edge Delivery
- 15+ production PRs on Edge Delivery Services — faster LCP, better crawlability
- ALM content blocks aligned with Adobe brand guidelines
- Migration patterns from legacy AEM publish paths
AdOps & analytics
- GTM + Segment event taxonomy for learner funnels
- PII-safe analytics — improving content search success without leaking identifiers
- JSON-LD structured data for courses and articles (AEO / rich results)
- Datadog RUM on high-traffic doc pages
Technologies used
JavaScript, TypeScript, Coveo (Atomic + Headless), AEM Edge Delivery, GTM, Segment, JSON-LD, Datadog RUM
Challenge
Enterprise learning platforms combine massive content corpora, strict brand guidelines, and global performance expectations. Search must feel instant; personalization must respect privacy; every deploy must not break downstream Adobe properties.
Result
A faster, more searchable Experience League — better learner outcomes, stronger organic discovery, and a foundation for continued Edge Delivery migration.
