I’m a Data Engineer with 8+ years of industry experience building and working with large-scale data pipelines using AWS, PySpark, SQL and modern data engineering technologies. Through Topmate, I help aspiring and experienced data engineers with career guidance, interview preparation, resume reviews, technical roadmaps and practical data engineering challenges.