Dev.to
7/1/2026

I Didn't Plan a Curriculum. I Just Kept Solving Problems.
Short summary
A self-taught developer shares their unconventional learning path: solving real problems first, then pursuing certifications to validate skills already built. Starting from hospitality work, they've completed five Google certificates including AI Professional, building production tools like a 24-tool MCP server, 700K-record ETL pipeline, and few-shot email classification system. Next: UX Design certification to close remaining gaps.
- •Learned by solving problems first, then sought credentials to validate skills already developed
- •Built production systems: 24-tool MCP server, 700K-record ETL pipeline, few-shot email classifier
- •Progressed through five Google certs (IT Support → Data Analytics → AI Professional); planning UX Design next
Generated with AI, which can make mistakes.
Is this a good recommendation for you?



