Gaurav Arora
Data & Business Intelligence Engineer II at Amazon | 2x AWS Certified | Redshift and QuickSight SME | Building Scalable Data Systems
- Role
- Business Intelligence Engineer Ii at Amazon
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Gaurav Arora
I’m a Data & Business Intelligence Engineer at Amazon with a strong foundation in data modeling, ETL pipeline development, and distributed data systems.At Amazon, I design and optimize large-scale data pipelines using AWS services (Glue, Redshift, S3, Lambda) and build scalable data solutions that power analytical and ML insights across teams. I’m passionate about transforming raw data into efficient, automated pipelines using tools like Python, SQL, PySpark, and Kafka, and leveraging cloud-native architectures to deliver high-performance, reliable data systems.Tech Stack: Python | SQL | AWS Glue | Redshift | Spark | Kafka | Data Modeling | QuickSight | CloudFormation | Airflow | S3 | ETL/ELT | Agentic AI
Experience
Business Intelligence Engineer Ii
Jul 2025 — Present · Bengaluru, IN
Led the development of an AI-powered solution that automates customer search data analysis, enabling vendor managers to quickly identify product selection opportunities for Amazon marketplaces.Leveraged LLM, AWS Lambda, Python, Redshift Spectrum, and S3 to transform manual workflows into an automated system, reducing analysis time by 90% while maintaining data accuracy and delivering strategic insights through automated PDF reports.* Developed comprehensive business intelligence dashboards tracking key metrics - Tool adoption rates and user engagement patterns, Selection performance and buyability metrics.* Implemented end-to-end management of organization\'s Redshift cluster, implementing performance optimization strategies including vacuum operations, query optimization, and workload management to ensure optimal database performance.* Architected automated database maintenance framework reducing manual intervention by 95%, encompassing automated vacuum, analyze operations, and proactive monitoring of critical database health metrics. Tech Stack: Redshift, S3, Lambda, Python, SQL, LLMs, Agentic AI, Prompt Engineering, QuickSight, ETL
Education
Maharaja Surajmal Institute Of Technology
Bachelor's degree, Computer Science
2017 — 2021
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