Hi! I’m Ashok, a Data Engineer with 8+ years of experience architecting scalable data pipelines across cloud platforms and on-premise Hadoop ecosystems. Currently driving data solutions at Best Buy, with prior experience at Carelon and Accenture, I specialize in enterprise Big Data technologies, pipeline automation, and optimizing complex processing frameworks. I use Topmate to help fresh graduates and career switchers navigate the evolving data landscape, master high-demand tech stacks, and build clear, realistic paths into Data Engineering. How I Can Help You: 1:1 Career Guidance & Transition Strategy: Step-by-step roadmaps to break into Data Engineering from non-tech, analytics, or software backgrounds. Resume & LinkedIn Profile Audits: Structure your profile and projects to stand out to enterprise recruiters and pass ATS screenings. Technical Mock Interviews: Practical prep covering SQL, Spark, Big Data design patterns, data modeling, and cloud architecture.