Hi, I’m Kiran, a Senior AI Data Engineer with 6+ years of experience working with real-world data platforms, pipelines, and production systems. Over the years, I have worked with technologies like PySpark, Databricks, SQL, Python, Azure, AWS, dbt, Airflow, Microsoft Fabric, and modern data platforms. But one thing I’ve noticed is this: Knowing tools is not enough. Many Data Engineers understand SQL, PySpark, Databricks, or cloud services, but still struggle when it comes to: Interview scenarios. Production problems. Project explanations. Resume positioning. And answering follow-up questions confidently. That is where I try to help. I work with freshers, working professionals, and career switchers who want to build stronger Data Engineering skills and prepare better for interviews. My approach is practical. No memorizing hundreds of questions. No unnecessary theory. No job guarantees. Instead, I focus on real scenarios, problem-solving, production thinking, and clear explanations. Depending on your requirement, we can work on: • Data Engineering career roadmap • SQL, Python & PySpark interview preparation • Spark performance & troubleshooting scenarios • Databricks, Azure & cloud concepts • Real-world Data Engineering projects • Resume & LinkedIn improvement • Resume-based interview questions • Scenario-based interview preparation • Mock interviews & feedback • Career-switch guidance I also share practical Data Engineering insights from my own experience, interview preparation sessions, and production scenarios. The goal is simple: Understand the concept. Apply it to a real scenario. Explain it confidently in an interview. Think like a Data Engineer in production. If you are preparing for a Data Engineering role, planning a career switch, or want structured 1:1 guidance, you can book a session with me here.