Marketing Operations Portfolio
Portfolio Example 1
Lifecycle Automation Framework for B2B SaaS
Lifecycle stages diagram
How leads move through system
Routing logic summary
Impact (even if anonymized)
Portfolio Example 2
Marketing Stack Integration & Data Cleanup Initiative
Problem: duplicate records, broken attribution
Actions: deduplication rules, field governance, integration fixes
Result: cleaner reporting + automation reliability

