Khaja M
Cloud Data Architect @Chase
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WORK HISTORY
Cloud Data Architect @Chase
As a data Architect at Chase, I spearheaded the design and implementation of a scalable data lake architecture on AWS, utilizing a comprehensive tech stack to meet high-volume data processing needs. Leveraging Apache Iceberg, AWS Glue, S3, Athena, Lambda, Kinesis, DMS, and EMR, I architected serverless pipelines that reduced data processing time by 40% and cut operational costs by 25%.My team and I integrated AWS Glue with Apache Iceberg to manage schema evolution and optimize data transformations. This integration allowed over 100 users to benefit from improved query performance by 50%. I also developed end-to-end data ingestion pipelines using AWS DMS, Glue, EMR, and Kinesis for real-time CDC (Change Data Capture) streaming into Iceberg and Hudi tables, ensuring schema validation and automated evolution.As part of my leadership, I mentored junior engineers on AWS technologies, increasing project delivery speed by 30%. We enhanced data quality using AWS Lambda for automated validation and alerting and implemented monitoring solutions with AWS CloudWatch and CloudTrail for real-time alerts and operational insights. Additionally, I orchestrated event-driven data workflows by integrating AWS EventBridge, Step Functions, and Lambda, automating ETL processes to reduce data latency for downstream analytics. My focus on building resilient, serverless data architectures and utilizing AWS Glue, DynamoDB Streams, and Athena allowed for seamless data accessibility and reliability across business-critical applications.This project utilized a full AWS tech stack, including AWS S3, Lambda, Glue, Athena, Kinesis (Streams, Firehose, Analytics), DynamoDB, EventBridge, Step Functions, CloudWatch, CloudTrail, Redshift, and CDK/Terraform for IaC, to drive scalable, cost-effective, and high-performance data solutions at Chase.
EDUCATION
Osmania University
Bachelor of Engineering (B.E.), Electrical &Electronics
ABOUT KHAJA M
Data Architect and Technical Consultant with over 16 years of experience in Cloud and…
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