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# The Road to MLOps: How Verivox Transitioned to AWS 


- **Date:** Thursday, Jul 18, 2024
- **Time:** 15:30–16:00 (30 min)
- **Room:** STAGE 10 (120)
- **Event:** World Congress 2024

## Recording

[Watch recording](https://www.wearedevelopers.com/videos/1050-the-road-to-mlops-how-verivox-transitioned-to-aws)

## Description

Verivox, a leading German online comparison platform, has successfully modernized their AI/ML workflow on AWS to stay at the edge of the industry. We will explore how Verivox transitioned from an on-premise Machine Learning workflow using R and proprietary tooling, to migrating to a cloud setup with Python and Amazon SageMaker while implementing MLOps best practices (CI/CD, IaC via CDK). This transition enabled data scientists to own the full stack of the ML Workflow, which drastically reduced their Model Development and Deployment time from Weeks to Hours.

## Speaker

### [Elisabeth Günther](https://www.wearedevelopers.com/@elisabeth-gunther)

Lead Data Scientist @ Verivox, Berlin


## Related talks at this congress

- [Building the platform for providing ML predictions based on real-time player activity](https://www.wearedevelopers.com/events/world-congress-2024/sessions/395-building-the) — Artem Volk, Fabian Zillgens
- [Reliable scalability: How Amazon.com scales on AWS](https://www.wearedevelopers.com/events/world-congress-2024/sessions/251-reliable-scalability) — Florian Mair
- [The Art of Engineering Data-Driven Insights: From AI & MLOps Infrastructure to Software Development](https://www.wearedevelopers.com/events/world-congress-2024/sessions/287-the-art-of) — Danilo Sawatzki, Jannis Eickenroth, Joschua Sünneke, Matthias Kordt, Sebastian Klenke
- [The State of Production Machine Learning in 2024](https://www.wearedevelopers.com/events/world-congress-2024/sessions/265-the-state-of) — Alejandro Saucedo