Name: PyData Warsaw #31 - Michał Kodura & Jakub Banaszkiewicz
Start: 2025-10-22T18:00:00+02:00
End: 2025-10-22T20:00:00+02:00
Location: Centrum Innowacji Politechniki Warszawskiej

18:00 - **Michał Kodura - T-Mobile/WUT** \- "Case Study: Monitoring and Anomaly Detection in a Smart Home IoT Network"
**About topic**: This talk presents a real-world case study of a smart home monitoring system deployed in Wilga retreat center. The project explores the challenges of collecting, analyzing, and interpreting data from a heterogeneous IoT sensor network consisting of WiFi and Zigbee devices. The system integrates Telegraf, InfluxDB, and Grafana for data acquisition, storage, and visualization. Isolation Forest model enables data-based ML anomaly detection. The presentation walks through the entire development process - from problem definition and research, through system design and implementation, to field testing - highlighting both the technical and practical aspects of monitoring complex IoT environments.
**About speaker**: Michał works as a Monitoring Tool Specialist at T-Mobile PL, building monitoring and maintenance solutions for T-Hub's IoT Core DevOps team. He’s also completing his master's in IoT Engineering at WUT, where his research explores ML, IoT, and data visibility.

18:45 - **Jakub Banaszkiewicz - 1wayticket. tech** \- "How to reduce your Capacity usage in Microsoft Fabric \- Best Practices"
**About topic**: This lecture delivers actionable strategies for mastering Microsoft Fabric costs by optimizing both storage and compute (CU) consumption. We will demonstrate how applying architectural best practices and improving workload efficiency directly translates into significant cost savings. You will gain robust guidance for designing and operating financially sustainable and high-performing data solutions on the Fabric platform.
**About speaker**: Jakub Banaszkiewicz is an energetic and creative Data & Process Automation Engineer. With extensive experience in various sectors, including finance, healthcare and sales, Jakub brings a wealth of knowledge and expertise to every project he undertakes. Specializing in AI, data processing, and process improvements, he is always ready for the next challenge.
When he’s not turning data into business gold, you can find Jakub scaling rock walls or lifting heavy weights at CrossFit. Jakub delivers projects as effectively as he breaks his Personal Records in the CrossFit gym.

After the event, together with our sponsor **Batat Reels**, we will invite you for pizza!
**About sponsor:** Batat Reels make ads people like to watch.
https://www.instagram.com/s100larski/

**Venue:**
Centrum Innowacji Politechniki Warszawskiej, ul. Rektorska 4
Room 3.12 (3rd Floor)

Mikołaj Roszczyk

Rafał Małanij

PyData Warsaw

PyData

Continuum Analytics

Centrum Innowacji PW

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Artificial Intelligence

Python

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Natural Language Processing

Machine Learning

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PyData Warsaw #31 - Michał Kodura & Jakub Banaszkiewicz

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PyData Warsaw #31 - Michał Kodura & Jakub Banaszkiewicz

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