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Vincent Heuschling

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Semantic Layer: make your data speak with AI without hallucinationsVoxxed Days Luxembourg 20262026-06-18
Describes using a semantic layer to query and present organizational data with AI while preventing hallucinations. Explains combining semantic models, metadata…
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Semantic Layer: Make Your Data Speak with AI Without HallucinationsDevoxx France 20262026-04-22
Shows how to avoid LLM hallucinations on databases by inserting a semantic layer that defines metrics, relationships and business logic in a machine-readable…
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Business Intelligence as CodeVoxxed Days Luxembourg 20242024-06-20
Describes treating business intelligence as code by writing Markdown files that embed SQL and UI components and building a static site with NPM commands…
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Why DuckDB could be the engine for your Data Lake?Voxxed Days Luxembourg 20232023-06-21
Introduces DuckDB as an alternative engine for datalakes/lakehouses, arguing it enables SQL processing of large datasets stored on object storage using limited…
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Why Use Scala in a Bigdata Context?Scala.IO 20142014-10-23
Concrete comparisons showing how Scala tools simplify Big Data workflows: Scalding’s DSL replaces multi‑job Java MapReduce (log filtering and group‑bys shrink…
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