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garima jain

@garimajain3

Message

I build cloud-native data platforms and GenAI automation at Amazon.

India

Message

At Amazon, I lead multi-agent GenAI automation for ticket triage and root-cause analysis, alongside large-scale Spark migrations and reusable data quality frameworks across 36+ ingestion sources.

I've built AWS and GCP data platforms using Python, SQL, PySpark, Airflow, Redshift, BigQuery, and Kafka, including pipelines processing 150M+ records daily and real-time inventory events at 50K+ events per hour.

Experience

Work history, roles, and key accomplishments

Current

Data Engineer II (L5)

Current

Amazon

Jul 2024 - Present (2 years 2 months)

Led Agentic First Response (AFR), a multi-agent GenAI system using RAG over historical tickets, runbooks, and logs to automate ticket triage and root-cause analysis. Built a reusable metadata-driven data quality framework and led fact-table migration from Alteryx to Spark-based ETL.

Python PySpark Airflow AWS CDK Redshift Athena DynamoDB RAG LangGraph Bedrock Data Quality CI CD RBAC Okta SSO

Data Engineer

Kaplan India

Nov 2022 - Jul 2024 (1 year 8 months)

Led migration from SnapLogic to AWS, designing PySpark ETL pipelines processing 150M+ semi-structured records daily. Built bidirectional BigQuery to Redshift pipelines and owned production Airflow DAGs.

PySpark Airflow AWS BigQuery Redshift GCS SQL Dimensional Modeling

Senior Data Analyst

IBM India

Mar 2021 - Nov 2022 (1 year 8 months)

Built Kafka-based streaming event pipelines feeding GCP BigQuery for real-time inventory analytics. Automated ETL archival and store-configuration workflows using Python and stored procedures.

Kafka BigQuery Python SQL Stored Procedures GCP

Software Engineer

Zensar Technologies

Feb 2018 - Feb 2021 (3 years)

Implemented SCD Type 1/2 warehouse mappings and star-schema models in Informatica PowerCenter. Integrated unit testing and data-contract validation into the CI pipeline.

Informatica PowerCenter SQL Data Warehouse SCD CI CD