Nikhil Mogare
- Role
- Data Engineer at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Nikhil Mogare
I believe there\'s a calling for all of us. I know that every human being has value and…
Experience
Data Engineer
Jan 2021 — Present · Seattle, WA, US
Worked on real-time analytics systems, GenAI-driven automation, large-scale ETL pipelines, and cross-team data platform initiatives across package delivery domains)• Built a real-time warehouse performance monitoring system using AWS Kinesis, Glue, Spark, and Elasticsearch for streaming analytics • Developed a GenAI-powered Spark SQL generation platform in KIRO IDE using AWS Bedrock AgentCore and a custom MCP server for automated SQL generation from data inputs • Built an LLM-based data quality ticket assistant system using AWS Bedrock, Lambda, SNS, and Redshift for query generation and execution from ticket descriptions • Designed a data quality monitoring system using MySQL-based validation logic on Redshift datasets with alerting via S3 and on-call workflows • Delivered reporting datasets for package delivery analytics using end-to-end AWS pipelines involving SNS, SQS, Lambda, S3, and Redshift • Contributed to Prime Day system readiness activities across multiple teams, supporting system scalability and operational coordination • Architected an ETL orchestration framework using AWS Step Functions, Fargate, CDK, and DynamoDB for managing multiple data pipelines • Worked on modernization of ETL workflows through migration to Redshift data sharing-based architecture
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