Saransh Bogati
@saranshbogati
Senior Data Engineer specializing in cloud-based big data and ML pipeline solutions.
What I'm looking for
I am a Senior Data Engineer with 7+ years building secure, cloud-native data platforms across AWS, Azure, and GCP. I design and implement scalable ETL/ELT and real-time ingestion frameworks to support analytics, ML, and regulatory reporting.
I have built Medallion data lake architectures, optimized data warehouses (Star and Snowflake schemas), and automated CI/CD and infrastructure with Terraform, CloudFormation, and Azure DevOps. My work has processed terabytes daily for healthcare and insurance domains.
I've implemented data governance, security controls (IAM, RBAC, KMS, Azure Key Vault, PrivateLink), and compliance frameworks for HIPAA, SOC2, and GDPR. I also deliver ML-ready feature datasets and apply NLP and LLM tools such as Hugging Face and LangChain for text extraction and predictive modeling.
I collaborate in agile teams, mentor engineers, and drive observability and automation efforts using Airflow, Step Functions, CloudWatch, and monitoring tooling to improve reliability, reduce operational overhead, and accelerate delivery.
Experience
Work history, roles, and key accomplishments
Senior Data Engineer
The Cigna Group
Sep 2023 - Present (2 years 1 month)
Engineered and optimized large-scale ETL/ELT pipelines on Databricks, EMR, and HDInsight processing terabytes of healthcare data; improved pipeline reliability by 35% and maintained 99% uptime through automated orchestration and observability.
Designed enterprise-scale ETL pipelines and a Medallion lakehouse on ADLS Gen2 and Databricks, improving processing speed and reliability by 45% and reducing query latency by 35% via optimized dimensional models.
Built BI dashboards and semantic data models in Power BI and Synapse, improving dashboard load times by 50% and enabling self-service analytics for executive stakeholders through optimized SQL and data marts.
Education
Degrees, certifications, and relevant coursework
Florida State University
Master of Science, Computer Science
Master of Science in Computer Science from Florida State University focusing on advanced computing topics relevant to data engineering and machine learning.
Tech stack
Software and tools used professionally
Amazon Redshift
Azure Synapse
Apache Spark
AWS Glue
Data Studio
Amazon Quicksight
Google Cloud Platform
Amazon CloudWatch
Amazon S3
AWS Step Functions
GitHub
GitLab
Kubernetes
Jenkins
Pandas
PySpark
AWS Glue DataBrew
AWS Data Pipeline
dbt
MySQL
PostgreSQL
MongoDB
Cassandra
Hadoop
Gmail
Google Analytics
Databricks
Terraform
AWS CloudFormation
Azure DevOps
Jira
Java
JSON
XML
TensorFlow
PyTorch
Kafka
Azure Monitor
Ubuntu
Linux
macOS
Windows
AWS X-Ray
Serverless
Azure Functions
Airflow
SQL
ServiceNow
Hugging Face
LangChain
Ray
Delta Lake
Great Expectations
Availability
Location
Authorized to work in
Job categories
Skills
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