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Gregory Kline
Principal Distributed Systems Engineer specializing in healthcare, defense, and finance platforms
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About
Engineer with experience in small, high-pressure innovation environments and enterprise healthcare platforms, spanning distributed systems, search, and database optimization. At RJ Lee Group, he helped pivot an Air Force document-processing platform from Pig/MapReduce to Apache Storm, enabling near-real-time results, and also built a full-stack natural-language search application that cut analyst investigations from months to weeks or days.
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Key Strengths
- rapid prototyping in ambiguous, startup-like environments
- architectural judgment in shifting from batch to event-driven systems
- built foundation of a streaming document-processing platform with Apache Storm
- full-stack search application development for government users
- natural language search and semantic query interface design
- database performance tuning and bulk-load optimization in Postgres
- contributed to 20% cost reduction through data pipeline and database improvements
- enterprise healthcare data platform experience with strict SLA requirements
- reduced customer nightly job runtimes from 20-30 hours to 4-5 hours
- improved analyst workflows from months to weeks or days in Air Force use case
- strong distributed systems experience across search, storage, and ingestion pipelines
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