We are thrilled to announce that Radicalbit will be joining Kafka Summit in May 2023 as a sponsor and speaker for the second year in a row. Alessandro Conflitti, Head of Data Science at Radicalbit, will deliver an address entitled “Memory Matters: Drift Detection with a Low Memory Footprint for ML Models on Kafka Streams”. It will delve deep into the way in which Helicon, Radicalbit’s streaming machine learning platform, offers a ready-made solution against drift for models relying on Kafka streams for input and output data.

kafka summit 2023

One of the the main perks of Helicon’s advanced ML models monitoring lies in the low memory footprint. This is a crucial matter especially in the case of real-time data, when large amounts of messages are exchanged every second

Another significant feature is the integration with the platform’s alerting system. When drift is detected, a new dedicated Kafka topic is populated, which is in turn associated with a webhook sending alerts to a messaging platform of choice. This means that stakeholders are notified when changes in the input data may impact the model’s performance.

kafka summit 2022

If you want to learn valuable knowledge about drift detection for Kafka topics fed into ML models, don’t miss Alessandro Conflitti’s speech at Kafka Summit on May 17 2023 at 11 am.

You’ll also find us at our booth S6, where you’ll have the chance to discover Helicon, our real-time ML platform that simplifies the development of adaptable AI and machine learning-powered decision support systems, with 2 real-time ML use case demos:

  • AI-powered telemetry for Formula 1 cars;
  • Real-Time Fraud Detection, enhanced by Concept Drift monitoring.

We look forward to meeting you!

Kafka Summit 2022: Keynote highlights

Kafka Summit 2022: Keynote highlights

Hello, Kafka enthusiasts!  Kafka Summit, the premier event for developers, architects, data engineers, DevOps professionals, and streaming data lovers got finally back in person on April 25th-26th at the magnificent venue The O2 in London. Hosted by Confluent, the...