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latu putu

@latuputu

Senior Data Engineer at J.Crew who built production analytics pipelines across BigQuery, Databricks, Microsoft Fabric, and Snowflake.

United States

Message

At J.Crew, I built production analytics pipelines with Python, SQL, and dbt across BigQuery, Databricks, Microsoft Fabric, and Snowflake. I integrated APIs, files, and databases through reusable batch and event-driven workflows.

At Billtrust, I developed production ETL/ELT pipelines with Python, SQL, and Spark on AWS and GCP. At Kroll, I built workflows to reconcile and report financial and operational data; at Citi, I validated enterprise data and maintained metadata, lineage, and access-governance documentation.

Experience

Work history, roles, and key accomplishments

Lead Data Engineer

J.Crew

Oct 2025 - Aug 2026 (10 months)

Built production analytics pipelines with Python, SQL, and dbt across BigQuery, Databricks, Microsoft Fabric, and Snowflake. Integrated APIs, files, and databases through reusable batch and event-driven ingestion and transformation workflows.

Python SQL DBT BigQuery Databricks Microsoft Fabric Snowflake ETL ELT APIs CDC Schema Validation Reconciliations Freshness Checks Lineage RBAC Git CI CD Terraform Monitoring Run Books

Senior Data Engineer

J.Crew

Jul 2024 - Sep 2024 (2 months)

Built Python and SQL pipelines from APIs and cloud warehouses into reporting models. Resolved data-quality and performance issues affecting downstream users.

Python SQL APIs Cloud Data Warehousing Data Pipelines Data Quality Performance Optimization

Data Engineer

Billtrust

Sep 2022 - Jul 2024 (1 year 10 months)

Developed production ETL/ELT pipelines with Python, SQL, Spark, Databricks, Snowflake, dbt, and Airflow on AWS and GCP. Integrated APIs, relational databases, files, and event-driven sources; implemented quality checks, reconciliation, lineage, and monitoring.

Managing Consultant / Data Analyst II

Kroll

Nov 2020 - Aug 2022 (1 year 9 months)

Built Python and SQL workflows to collect, transform, reconcile, and report financial and operational data. Worked with clients and stakeholders to clarify requirements and deliver solutions within established controls.

Python SQL data transformation Reconciliations Financial Data Operational Data Stakeholder Communication

Data Management Analyst II

Citi

Nov 2019 - Nov 2020 (1 year)

Validated enterprise data with SQL in a regulated financial environment. Investigated quality issues and maintained metadata, lineage, and access-governance documentation.

SQL Data Validation Data Quality Metadata Lineage Access Governance