DataOps Polska - Real-time Stream Analytics and Scoring Using Apache Flink, Druid & Cassandra

One of the hardest challenges we are trying to solve is how to deliver customizable insights based on billions of data points in real-time, that fully scale from a single perspective of an individual up to millions of users.

At Deep.BI we track user habits, engagement, product and content performance, processing terabytes or billions of events of data daily. Our goal is to provide real-time insights based on custom metrics from a variety of self-created dimensions. The platform allows us to perform tasks from various domains such as adjusting websites using real-time analytics, running AI optimized marketing campaigns, providing a dynamic paywall based on user engagement and AI scoring, or detecting frauds based on data anomalies and adaptive patterns.

Speaker Information

• Michał Ciesielczyk

BIO: Michał Ciesielczyk is the Head of AI Engineering at Deep.BI. He is responsible for researching, building and integrating machine learning tools with a variety of technologies including Scala, Python, Flink, Kafka, Spark, and Cassandra. Previously, he worked as an assistant professor at the Poznan University of Technology, where he received a Ph.D. in computer science and was a member of a research team working on numerous scientific and R&D projects. He has published more than 15 peer reviewed journal and conference papers in the areas of recommender systems and machine learning.

Company: Deep.BI

Job Position: Head of AI Engineering

Company Website: www.deep.bi

LinkedIn: https://www.linkedin.com/in/michal-c/

Email: [email protected]

• Sebastian Zontek

BIO: Sebastian Zontek is the CEO, CTO and co-founder of Deep.BI, Predictive Customer Data Platform with real-time user scoring. He is an experienced IT systems architect with particular emphasis on the production use of open source systems for big data such as Flink, Cassandra, Hadoop, Spark, Kafka, Druid in BDaaS solutions (Big Data as a Service), SaaS (Software as a Service), and PaaS (Platform as a Service). Previously, CEO and main platform architect at Advertine. The Advertine network allowed to match product ads with the user preferences, predicting their purchasing intent using ML and NLP techniques.

Company: Deep.BI

Job Position: CEO, CTO

Company Website: www.deep.bi

Email: [email protected]

Twitter: @sebastianzontek

Blog: www.deep.bi/blog

LinkedIn: www.linkedin.com/in/sebastianzontek