Hi, I’m Ketki , I’m a data engineer with 10+ years of experience, focused on real-world data systems, complex SQL, pipelines, and data quality. I enjoy breaking down practical problems, sharing lessons from production failures, and helping engineers grow through hands-on guidance and honest career advice. If you’re someone who’s: • transitioning into data engineering • stuck with SQL, pipelines, or orchestration concepts • working on real projects and hitting confusing issues • looking for honest career guidance (no hype, no shortcuts) I’m happy to help. Let’s talk through your problem and figure out the next clear step.