Smriti Kandel
Data Engineer @Comerica Bank
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WORK HISTORY
Data Engineer @Comerica Bank
Engineered and deployed scalable, high-performance data pipelines using Apache Spark, Kafka, and AWS Glue, enabling seamless ingestion and transformation of large-scale financial datasets in real time.Designed and implemented cloud-native data solutions on AWS, utilizing S3, Glue, Lambda, IAM, and CloudWatch to enhance data lake scalability, observability, and secure access control.Developed robust data integration services using RESTful APIs and Kafka Connect, optimizing ingestion from upstream systems like core banking platforms and third-party APIs.Built resilient CI/CD pipelines with Jenkins, automated data workflow deployments using Terraform, and managed infrastructure as code for consistent and scalable data platform provisioning.Secured data pipelines and access layers by implementing encryption-at-rest, encryption-in-transit, OAuth2, and role-based access control (RBAC) for compliance with financial regulatory standards.Designed and optimized data models in PostgreSQL, Oracle, and Amazon Redshift, as well as integrated NoSQL solutions like MongoDB for unstructured data storage.Delivered reliable and maintainable data applications by developing automated test frameworks using PyTest, Great Expectations, and SonarQube, ensuring data quality and reducing incident rates.Built interactive data monitoring dashboards using Kibana, Prometheus, and Grafana, providing real-time visibility into job performance and data health across pipelines.Documented and tested REST APIs and data contracts using Swagger, Postman, and Confluence, streamlining collaboration and third-party system integration.Collaborated with data scientists, DevOps, and compliance teams, mentored junior data engineers, and aligned development with Agile/Scrum processes and banking industry security standards.
EDUCATION
The University of Texas at Arlington
Masters
Kentucky State University
Masters
ABOUT SMRITI KANDEL
I’m a Senior Data Engineer with 6+ years of experience designing and delivering scalable,…
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