I’m a senior data engineering leader with 15+ years of experience building and scaling data platforms across E‑commerce, fintech, aerospace, and telecom. I’ve led high-impact initiatives at Visa and Amazon, including architecting metadata‑driven personalization frameworks, unified ETL platforms processing hundreds of datasets at high TPS, and 600+TB analytical warehouses on AWS. My work spans solution and data architecture, database design and performance tuning, cloud data strategy on AWS (Glue, EMR, Redshift), and end‑to‑end pipeline implementation with strong focus on reliability, cost, and operability. I also manage and mentor data teams, drive Agile execution from requirements to delivery, and use ML, automation, and agentic AI to significantly reduce operational toil and improve data quality