Open to opportunities

Ravi Dutt R

@raviduttr

Message

I’m a senior data engineer building scalable multi-cloud ETL and lakehouse platforms.

Canada

Message

What I'm looking for

I’m looking to build high-performance data pipelines and lakehouse architectures on Azure/AWS/GCP, combining Python, SQL, Spark, and streaming to power BI, AI/ML, and governed, secure analytics.

I’m a strategic-minded Data Engineer with 14+ years of experience designing, developing, and optimizing scalable data pipelines, ETL processes, and cloud-based architectures. I deliver high-performance data solutions across insurance, healthcare, and manufacturing, turning complex enterprise data into reliable, analytics-ready platforms.

Over my career, I’ve built modern data lakehouse architectures and enterprise data warehouses using multi-cloud capabilities (Azure, AWS, GCP). I lead end-to-end batch and real-time pipelines with technologies such as Azure Databricks, Apache Spark, Kafka, Snowflake, and Redshift, enabling advanced analytics and enterprise BI.

I’m especially strong in robust data governance and security, pairing IAM, encryption, and compliance-focused controls with quality practices like Great Expectations. I also bring DevOps/DataOps discipline—CI/CD automation, secure deployments, and workflow orchestration with tools like Airflow—to ensure scalable, dependable data and ML workloads.

My early career foundation as an SAP CRM Consultant helps me bridge business processes with technical execution. That perspective keeps my work grounded in outcomes—fraud detection, risk analytics, predictive maintenance, and clinical insights—while I continuously look for opportunities to build efficient, high-performance data solutions.

Experience

Work history, roles, and key accomplishments

Current

Azure Data Engineer

Current

Markel

Nov 2025 - Present (7 months)

Designed and optimized Azure Data Factory pipelines to ingest, transform, and integrate insurance policy, claims, underwriting, and customer data. Built Lakehouse solutions on ADLS Gen2/Synapse and delivered batch and real-time processing with Databricks, Spark, and Kafka for fraud detection, compliance reporting, and BI.

Azure Data Factory Azure Synapse Azure Databricks Apache Spark Apache Kafka Azure SQL Database Azure Key Vault Azure DevOps Apache Airflow

GCP Data Engineer

Atos Siemens

Sep 2023 - Mar 2025 (1 year 6 months)

Built scalable data pipelines on Google Cloud using Dataflow (Apache Beam), BigQuery, and Cloud Storage for clinical, genomics, and pharma research datasets. Implemented governed batch and real-time architectures with Pub/Sub, Kafka, Dataproc, and orchestrated transformations with dbt and Cloud Composer for regulated analytics and AI-ready data.

Google Cloud Dataflow BigQuery Pub Sub Apache Kafka Google Cloud Dataproc Cloud Composer DBT Vertex AI Cloud DLP

AWS Data Engineer

Atos Siemens

Jun 2020 - Aug 2023 (3 years 2 months)

Designed and built AWS ETL/ELT pipelines with Glue, PySpark, and SQL to ingest industrial IoT and enterprise data into S3 and Redshift. Developed streaming and orchestration using Kafka/Kinesis/Lambda, Airflow, and Step Functions, and supported scalable deployments with Docker, Kubernetes, and CI/CD.

AWS Glue Pyspark Amazon S3 Amazon Redshift Apache Kafka AWS Kinesis AWS Lambda Apache Airflow AWS Step Functions Docker Kubernetes

Data Engineer

Atos Axa Insurance

Dec 2017 - May 2020 (2 years 5 months)

Built cloud data pipelines using Python, PySpark, and SQL to deliver near real-time analytics for claims processing, fraud detection, and risk monitoring. Implemented governed transformations and analytics-ready data models using dbt and SQL, and improved data quality with validation frameworks while supporting BI and regulatory reporting.

Python Pyspark SQL Apache Kafka Apache Airflow DBT Snowflake Amazon Redshift BigQuery Great Expectations

SAP CRM Senior Consultant

Atos Synchrony Financial

Jan 2013 - Nov 2017 (4 years 10 months)

Led SAP CRM 7.0 implementation and support for sales and customer service processes, including Interaction Center, service request and case management, and lead/opportunity handling. Managed CRM middleware and SAP PI/XI integrations with SAP ECC and delivered reporting via SAP BI/BW and CRM analytics to support service and risk metrics.

SAP ECC ABAP Objects WebClient UI (BSP)

SAP CRM Consultant

Atos Philips

Oct 2011 - Dec 2012 (1 year 2 months)

Implemented and supported SAP CRM 7.0 for sales, service, and marketing by configuring lead/opportunity management, service orders, and campaign management to align with business workflows. Developed WebClient UI components with ABAP Objects and created analytical reports using SAP BI/BW and SAP Query while managing SAP PI/XI integrations and data migration.

ABAP Objects SAP ECC WebClient UI (BSP)Service Orders