I’m Sarvesh Amrute, a Data Engineer with experience building scalable data pipelines and production-grade data systems using SQL, Python, Spark, Databricks, and cloud platforms. I’ve worked at JPMorgan Chase and now working at Dubizzle-Bayut, Dubai (UAE). Beyond core data engineering, I’m work in AI-driven systems and product design using AI + data—how data engineering powers intelligent products, decision-making, and real business impact. I’ve cracked interviews at multiple strong companies including Amazon, Gojek, and Turing, which has given me clear insight into what top companies actually look for beyond buzzwords. On Topmate, I help aspiring and working professionals with data engineering interview prep, learning roadmaps, system thinking, and career clarity, based on real interview experience and industry expectations—not generic advice.