Tobias Senst
Employers on the program
- 2023–2026idealo internet GmbH3 talks
The year around now
Talks in the past 12 months and announced talks ahead, one row per conference, January to December. Hover a mark for the talk.
Appearances by year
- PyData
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Apr 14, 2026 | PyCon DE & PyData 2026 | PyData | talk | When LLMs Are Too Big: Building Cost-Efficient High-Throughput ML Systems for E-Commerce Cataloging as idealo E-commerce cataloging at idealo operates at extreme scale: 4.5 billion offers from 50,000+ shops across six countries, with peak ingestion rates of 4.8 million…Show lessE-commerce cataloging at idealo operates at extreme scale: 4.5 billion offers from 50,000+ shops across six countries, with peak ingestion rates of 4.8 million offers per minute. | |
| Apr 22, 2024 | PyCon DE & PyData Berlin 2024 | PyData | talk | The key to reliability - Testing in the field of ML-Ops as idealo internet gmbh Testing is a de facto standard in modern software development. With increasing awareness that comes with ML-Ops, testing becomes more important for the…Show lessTesting is a de facto standard in modern software development. With increasing awareness that comes with ML-Ops, testing becomes more important for the development and operation of machine learning-based components. | |
| Apr 17, 2023 | PyCon DE & PyData Berlin 2023 | PyData | talk | Machine Learning Lifecycle for NLP Classification in E-Commerce as idealo internet GmbH Running machine learning models in a production environment brings its own challenges. In this talk we would like to present our solution of a machine learning…Show lessRunning machine learning models in a production environment brings its own challenges. In this talk we would like to present our solution of a machine learning lifecycle for the text-based cataloging classification system from idealo.de. |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| Alexander CS Hendorf | 3 | — | 2026 |
| Cheuk Ting Ho | 3 | — | 2026 |
| Florian Wilhelm | 3 | — | 2026 |
| Ines Montani | 3 | — | 2026 |
| Paula Gonzalez Avalos | 3 | — | 2026 |
| Tereza Iofciu | 3 | — | 2026 |
| Theodore Meynard | 3 | — | 2026 |
| Valerio Maggio | 3 | — | 2026 |
| Gunar Maiwald | 2 | 2 | 2024 |
| Alejandro Saucedo | 2 | — | 2026 |
| Bruno Vollmer | 2 | — | 2026 |
| Dr. Juan Orduz | 2 | — | 2026 |
| Dr. Kristian Rother | 2 | — | 2026 |
| Freya Bruhin | 2 | — | 2026 |
| Jannis Lübbe | 2 | — | 2026 |
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.