~/talks

Olena Kutsenko

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Keeping data private in real-time pipelinesBerlin Buzzwords 20262026-06-07
Covers concrete patterns for streaming privacy using Apache Kafka, Apache Flink, and Apache Iceberg: masking is trivial but irreversible, tokenization requires…
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Keeping data private in real-time pipelinesVoxxed Days CERN 20262026-02-10
Practical pipeline patterns for keeping streaming data useful while preventing reidentification using Apache Kafka and Apache Flink with Iceberg storage…
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Bringing stories to life with AI, data streaming and generative agentsNDC London 20262026-01-26
Claims that LLM-driven agents can form coherent societies with memory and reflection, demonstrated by a Stanford demo of ~30 characters where over 50% of…
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Deep dive into data streaming securityNDC Manchester 20252025-12-01
Real incidents include a health provider leaking 14 million messages via an unauthenticated Kafka broker and a food delivery cluster exposing ~20,000 customer…
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Deep Dive into Data Streaming SecurityBig Data Conference Europe 20252025-11-19
Concrete failure stories, precise mitigations, and measurable outcomes guide the decision: deployments use Apache Kafka, Apache Flink, Apache Iceberg…
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Teaching databases to speak human with LLMs and MCPConfitura 20252025-09-19
Demo connects an LLM through Model Context Protocol (MCP) to a live Kafka stream, reads minute‑level crypto data from Apache Kafka into Apache Iceberg, and…
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Mastering real-time anomaly detection with open source toolsNDC Copenhagen 20252025-09-08
Builds a live pipeline using Apache Kafka for ingestion, Apache Flink for windowed processing, and ARIMA/ARMA plus LSTM for forecasting and anomaly scoring…
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Mastering real-time anomaly detection with open source toolsBerlin Buzzwords 20252025-06-15
Builds a streaming pipeline that trains and retrains time‑series models on historical data in Apache Iceberg, ingests live events via Apache Kafka, processes…
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Bringing stories to life with AI, data streaming and generative agentsAI-fokus 20252025-06-10
Prototype builds a mini Stardew Valley village where characters walk, start dialogue when within ~1,024 pixels, and exchange memories; position events stream…
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Bringing stories to life with AIPyData London 20252025-06-06
Claim: generative agents actually evolve in real time by wiring LLMs into streaming infrastructure. Concrete stack: Apache Kafka + Flink pipeline streams 20–30…
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Sentiment Analysis in Action: Building Your Real-time PipelineBig Data & RPA Conference Europe 20242024-11-19
Real-time pipeline ingests social media records into Apache Kafka, processes them with Apache Flink calling AI models, then indexes results into OpenSearch for…
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Building Effective Data Teams: Strategies for SuccessBig Data & RPA Conference Europe 20242024-11-19
Forty‑five minute panel reports concrete tactics: build a decentralized internal data platform that lets business teams own ingestion and produce bronze silver…
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Contextual search with vector search: exploring your options with open source toolsNDC Oslo 20242024-06-10
Demos convert 35,000 movie plots into 512‑dim vectors with the TensorFlow Universal Sentence Encoder and store them in Postgres + PGVector for brute‑force KNN…
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ClickHouse: what is behind the fastest columnar databaseDevoxx Ukraine 2023: AI – Friend or Foe?2023-09-22
Columnar storage with per-column files, targeted compression codecs and vectorized execution lets ClickHouse handle billions of rows and tens of GB/s for OLAP…
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Beginners guide to balance your data across Apache Kafka partitionsVoxxed Days Luxembourg 20232023-06-21
Explains how Kafka decides partition placement (explicit partition, key hashing, and sticky partitioner), shows that sticky reduces latency ~50% and CPU 5–15%…
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ClickHouse: what is behind the fastest columnar databaseBerlin Buzzwords 20232023-06-18
Open source ClickHouse claims throughput of billions of rows and tens of gigabytes per second by using columnar storage with per‑column files and heavy…
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Apache Kafka Simply Explained With TypeScript ExamplesJSNation 20232023-06-01
You’re curious about what Apache Kafka does and how it works, but between the terminology and explanations that seem to start at a complex level, it's been…
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Olena Kutsenko's RoomJSNation 20232023-06-01
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Design & Developer CollaborationJSNation 20232023-06-01
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Collaboration, Productivity & WorkflowsJSNation 20232023-06-01
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Beginners Guide to Balance Your Data Across Apache Kafka PartitionsDevnexus 20232023-04-04
Explains how Kafka decides partitions: explicit partition, key-hash, or sticky partitioning (round‑robin replaced; benchmarks show ~50% latency reduction and…
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ClickHouse® - What is Behind the Fastest Columnar Database?OSA Con 20222022-11-15
Explains why ClickHouse processes billions of rows and claims tens of GB/s by using columnar storage, per-column compression codecs, vectorized execution and a…
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Apache Kafka simply explainedBerlin Buzzwords 20222022-06-12
Explains that Apache Kafka is a distributed, scalable event-streaming platform that handles millions of records per day and stores petabytes persistently…
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Apache Kafka Simply ExplainedDevnexus 20222022-04-12
A clear, practical walkthrough of Kafka fundamentals that builds a runnable demo: a Java client producer sends continuous JSON messages over SSL to a topic…
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Low-code data visualization and aggregation with OpenSearch DashboardsFOSDEM 20222022-02-05
Working with Big Data means that we need tools to organise and understand the data. And you don’t have to be a developer to search, aggregate and visualise…
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Build an Open Source Streaming Data PipelineFOSDEM 20222022-02-05
Any conversation about Big Data would be incomplete without talking about Apache Kafka and Apache Flink: the winning open source combination for high-volume…
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Search and aggregations made easy with NodeJS and OpenSearchFOSDEM 20222022-02-05
Learn how OpenSearch works and get equipped with practical knowledge to search, aggregate and visualise your data. This is a hands-on session where we will…
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What happens when you search for a kitten on the InternetJSCAMP Virtual 20212021-07-15
Starts from DNS then measures real costs and gains: DNS caching and TTL tradeoffs, the odd limit of 13 root IP addresses and distribution via anycast across…
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