Ravin G
@raving
Senior Data Engineer and Cloud-native AI/ML architect driving scalable data platforms.
United StatesWhat I'm looking for
I am a Senior Data Engineer and Architect with 9+ years designing cloud-native data platforms across Azure, AWS, and GCP. I specialize in scalable ETL/ELT pipelines, real-time streaming, modern data lakes/warehouses, and production ML pipelines.
I've led enterprise cloud migrations and built large-scale streaming systems that cut latency by 50% and processed 10TB/day for global e-commerce use cases. I deliver cost optimization and improved scalability through cloud-native architectures and automation.
My work includes architecting governance frameworks (HIPAA, SOC2, GDPR), data security, and automated quality/validation layers that reduced manual correction efforts by 75% and ensured compliance during audits. I mentor engineers and lead cross-functional teams to align data strategy with business outcomes.
I am passionate about applying RAG, vector search, and MLOps to enable advanced analytics and faster decision-making, while driving measurable improvements in processing speed, cost, and data trust.
Experience
Work history, roles, and key accomplishments
Lead Data Engineer
Corelogic
Jan 2023 - Present (3 years 5 months)
Designed and deployed real-time Kafka & Flink pipelines reducing data latency by 50% and enabling sub-second decisioning; led cloud migrations to Azure/AWS that cut operational costs by 40% and improved scalability by 30%.
Senior Data Engineer
Illumina Technology Solutions
Jul 2019 - Dec 2022 (3 years 5 months)
Modernized enterprise data lakes with Delta Lake and Iceberg improving storage efficiency 50% and query performance 35%; built Snowflake and ClickHouse OLAP solutions enabling near-real-time reporting and 60% faster decisions.
Data Engineer
Transcure
Apr 2016 - Jun 2019 (3 years 2 months)
Developed and optimized Python/SQL ETL pipelines for multi-terabyte datasets and built Kafka/Spark Streaming ingestion enabling sub-second data availability and 40% query performance improvements.
Education
Degrees, certifications, and relevant coursework
Ravin hasn't added their education
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Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Job categories
Skills
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