~/talks

Danica Fine

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Herding Cat(alogue)s: The Apache Iceberg™ Catalog LandscapeBerlin Buzzwords 20262026-06-07
Concrete comparison of Iceberg catalogs: HMS uses database locks and Thrift so it’s ubiquitous but coarse‑grained; AWS Glue uses conditional writes and a…
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The Agent Era: How AI Agents Are Reshaping Data PlatformsBerlin Buzzwords 20262026-06-07
Agents hit platforms with dozens of parallel queries, create ephemeral databases constantly, and break assumptions about human review and rare DB creation: a…
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Quiet on Set - Building an On-Air Sign with Open Source TechPyData Amsterdam 20252025-09-24
Builds a working on‑air sign using a Raspberry Pi that lights within a second when camera logs show AV capture or a Zoom port check indicates a meeting, with…
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Quiet on Set: Building an On-Air Sign with Open Source TechBerlin Buzzwords 20252025-06-15
Builds a working on‑air sign: a Raspberry Pi plus a 64x64 RGB LED matrix and a matrix HAT that requires soldering two connections, driven within a second of…
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Take the Polar Plunge: A Fearless Introduction to Apache Iceberg™JCON EUROPE 20252025-05-12
Introduces Apache Iceberg as an open table format that adds a metadata layer (manifest files, manifest lists, metadata file) on object storage to get ACID…
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A Kafka Producer’s Request: Or, There and Back AgainDevoxx Belgium 20242024-10-07
Follows a producer.send() from client to disk and back: keys serialize to bytes, default partitioning uses sticky partitioning (not round-robin) across six…
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Brick-by-Brick: Exploring the Elements of Apache Kafka®Berlin Buzzwords 20242024-06-09
Covers concrete Kafka mechanics: events as immutable records, topics split into partitions with offsets, a 3-node cluster example with replication factor 3 and…
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Brick-by-brick: Exploring Apache Kafka®Women Techmakers Montreal 20242024-04-06
Rebuilds Apache Kafka as a Lego set: describes topics as append‑only logs, partitions for parallelism (example three partitions on a three‑node cluster), and…
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Practical Pipelines: A Houseplant Alerting System with ksqlDB.Scale By the Bay 20232023-11-13
Build uses a Raspberry Pi and cheap I2C capacitive moisture sensors feeding Avro-encoded readings into a managed Apache Kafka cluster, with ksqlDB doing…
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A Kafka Client’s Request: There and Back AgainBerlin Buzzwords 20232023-06-18
Follows a Kafka client request from producer.send() through serialization, partitioning, batching and optional compression to the broker, where network threads…
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Practical Pipelines: A Houseplant Alerting System with ksqlDBPyCon Italia 20232023-05-25
Builds a live pipeline that reads soil moisture from Raspberry Pi + capacitive I2C sensors every 30 seconds, serializes readings as Avro into Kafka, enriches…
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Calculating the Value of Pie: Real-Time Survey Analysis With Apache Kafka®NDC Oslo 20232023-05-22
Builds a Telegram bot that writes survey entries (Avro, schema registry) into Kafka, uses ksqlDB to create streams and a histogram aggregation, and outputs…
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Practical Pipelines: Houseplant Soil Alerting System with ksqlDBConf42 Python 20232023-03-09
A home system wires I2C capacitive moisture sensors into a Raspberry Pi and streams Avro-encoded readings to Confluent Cloud Kafka, enriches readings with…
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Practical Pipelines: A Houseplant Alerting System with ksqlDBJfokus 20232023-02-06
A home system uses a Raspberry Pi and I²C capacitive soil sensors that can only be addressed four ways, producing moisture and temperature readings every 30…
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Practical Pipelines: A Houseplant Soil Alerting System with ksqlDBNDC Oslo 20222022-09-26
Project builds a houseplant soil alert system that streams capacitive moisture and temperature readings from a Raspberry Pi into a managed Apache Kafka…
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Practical Pipelines A Houseplant Soil Alerting System with ksqlDBNDC Melbourne 20222022-06-20
A Raspberry Pi reads capacitive I2C soil sensors (only four unique addresses) and a Python producer sends moisture and temperature events to Kafka every 5…
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Tidy Up Microservices Connectivity with Apache Kafka® and KumaServiceMeshCon Europe 20222022-05-17
Deploys a vanilla Kafka cluster as a three-node cluster on Kubernetes using statefulsets and KIP-500 (zookeeperless) and exposes brokers via Kuma virtual…
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Practical Cloud PipelinesDevnexus 20222022-04-12
A home system uses a Raspberry Pi and four capacitive soil sensors (I²C limit = 4) to produce moisture and temperature events every 5 seconds into Apache Kafka…
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