I’m Shrey Soni, a hands-on Senior Data Engineer who turns scattered bytes into business-moving insight. I’m a senior-level Data Engineer, With 6+ years of experience, who lives where hard tech and real-world business meet. I design cloud-native architectures, refine ETL workflows, and build data models that keep product, finance, and leadership teams in sync and confident in their numbers. What I bring to the table • End-to-end pipeline craftsmanship – from raw ingest to polished marts, always with tests, observability, and cost sense baked in. • Modern tooling mastery – Python, SQL, PySpark, dbt, Snowflake, Databricks, and lake-house patterns on AWS and Azure. • AI pragmatism – ways to fold semantic search, automated QA, and natural-language insights into your existing stack without blowing the budget. • Clear translation skills – turning dense technical detail into decisions non-technical stakeholders can act on. Why connect with me Whether you’re • untangling a stubborn data issue, • planning a next-gen architecture, or • mapping out your own career in data engineering, I offer hands-on guidance, candid feedback, and a concrete action plan—no buzzwords, no fluff. Book a session and let’s start making your data (and your career) work harder for you.