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Roman Grebennikov

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titleconferencedate
How [not] to evaluate your RAGBerlin Buzzwords 20252025-06-15
A production RAG for a fintech support-agent assistant is built on a self-hosted Mixi/nixie search backend, with documents converted to Markdown and a…
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Learning to hybrid searchBerlin Buzzwords 20232023-06-18
Uses the Amazon ESCI dataset and Metarank to compare BM25, LambdaMART LTR, sentence-transformer miniLM embeddings and cross-encoders; BM25/LTR sit around ~76…
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Building an open-source ML feature store with Apache FlinkFlink Forward Global 20212021-10-18
An open source Flink-based framework called Featury implements a protobuf change log written to S3 that is readable both for low-latency online inference and…
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CASE CLASSES ATE MY RAMScalar 20182018-04-06
Case-class instances and Scala collections often use huge hidden memory: tooling like Java Object Layout (JOL) and the jamm agent shows per-pageview overhead…
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Case classes ate my RAMScala.IO 20172017-11-02
Case-class-heavy Scala heaps turn out to store tiny payloads and huge object overhead: a four-char String + long case class lands around ~72 bytes while naïve…
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Is scala code slow?Scala.IO 20162016-10-27
Claims are concrete: a one-line Scala rewrite can be measurably slower (author shows a 3× example) and small edits yield 4–7× gains. Demonstrations include JMH…
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