Data Engineer | Interview Mentor | Early-Career Career Guide ETL | SQL | Python | PySpark | GCP I’m Shophia, a Data Engineer working on real-world data migration and ETL projects, with hands-on experience in PostgreSQL, Informatica Cloud, Autosys, PySpark, Python, and Google Cloud Platform. I primarily work with freshers and early-career professionals who want clarity on: How to start a career in Data Engineering How to prepare for data engineering interviews How to build strong, ATS-friendly resumes How to understand real project workflows used in companies My guidance is practical, structured, and based on industry expectations, not generic advice. I focus on helping beginners bridge the gap between learning concepts and becoming job-ready. Alongside 1:1 mentorship and resume reviews, I’m also creating an ebook for aspiring Data Engineers, covering roadmaps, interview preparation, project ideas, and common mistakes freshers make. If you’re an early-career professional feeling overwhelmed or unsure about your next step in data engineering, I’m here to guide you with clarity and confidence. Views expressed are my own and do not represent my employer.