At RepTrak, I build reusable dbt models, incremental score marts, and validated Parquet contracts that standardize survey, stakeholder, AI reasoning, and analytical outputs. I also lead evidence-grounded reputation analysis pipelines and a NestJS MCP gateway with reusable tool contracts.
Previously at CPP Investments, I led cloud and data engineering for a real-time data fabric using EMR, PySpark, Databricks, Hudi, Delta Lake, Kafka, and AWS services. I built metadata, lineage, catalog, and access-control capabilities alongside shared data infrastructure for multiple domain squads.
At Paytm Labs, I designed a Java/Spring Boot payment-core engine, Kafka messaging services, and CQRS architecture supporting a reported 5,000 QPS. I led six engineers and helped deliver a reported 260% TPS increase through a transactional database migration.
Across 15+ years in software and data systems, I’ve built data lakes, ETL pipelines, streaming systems, orchestration frameworks, and cloud infrastructure. I focus on reliable data contracts, reconciliation, lineage, controlled delivery, and analytical workflows that teams can reuse.
