HH DS + ML Meetup at Adobe

Welcome to the June version of our Data Science + Machine Learning Meetup Hamburg!

I'm super excited that thanks to Frederik Niesner we are able to host at the Adobe headquarter in Hamburg again.

We will have 2 talks - topics and speakers will be announced soon

Speakers:

• Eleftherios Mylonakis, Machine Learner, Mindpeak 🔗 LinkedIn
  Taming Gigapixel Images: Reproducible ML Workflows in Cancer Diagnostics

Handling complex, ever-growing datasets is a fundamental challenge in real-world machine learning. In cancer diagnostics, the scale is extreme: we deal with gigapixel images of human tissue, orders of magnitude larger than ImageNet. These aren’t just big; they’re mission-critical. Clinical-grade models require rigorous reproducibility, not just for scientific integrity but for patient safety.

In this session, you'll learn how Data Version Control (DVC) helps manage this complexity. Like Git for your data and experiments, DVC brings structure, reproducibility, and sanity to ML workflows.
P.S. This talk includes a dash of cooking to keep things spicy.

• Helene Wittenberg, Computer Scientist, Adobe 🔗 LinkedIn
  The Last Mile of Machine Learning: Deploying Robust Models On-Device

This talk takes a look at an often overlooked segment of the machine learning model lifecycle: deploying and running ML models on user-controlled edge devices.

In just the past few years, we’ve seen a significant increase in deployment hardware. From CPUs to GPUs and dedicated NPUs, processors designed specifically for running ML models can now be found in almost every end-user device.
What are the core differences between these devices? How can ML engineering teams guarantee accuracy and performance when they have limited control over the setup of end-user devices? How can we minimize the impact of OS and driver updates on deployed ML models?
Using examples from core feature development in Adobe Premiere Pro, these are some of the topics we will cover in our talk on robust on-device deployment in the wild.

Agenda:
- 18:00 - 18:15 Doors open, have a drink
- 18:15 - 18:30 Welcome Opening
- 18:30 - 19:15 First Talk
- 19:15 - 19:45 Break
- 19:45 - 20:15 Second Talk
- 20:15 ~ 21:30 Networking

📍 Location: Adobe Hamburg

The Meetup language and all talks will be in English.