Deep Dives into Vertex AI and Fake Data Generation

Join us for an exciting evening at GDG Cloud Copenhagen's next event! We will be hosting two talks.

Fake Data Generation:

Speaker: Mike Williamson, Data Architect at Cellpoint Digital

Title: Stop Using “Hello World” Data: Generate Data Directly from your Schemas

Synopsis: Mike has made an open source tool to create fake data from protocol buffer schemas. He will walk through the purpose, a few examples of how to do it with different schemas, and interactively show the audience how to install it and do the same, if they wish.

Vertex AI:

Speaker: Yannis Mageiras, Analytics Engineer at Dreamdata

Title: Automated Job Title Classification Using Multilingual Embeddings and Vertex AI

Synopsis: Yannis will walk us through a machine learning pipeline that automatically classifies job titles into 26 role categories using multilingual text embeddings and logistic regression, deployed on Google Cloud's Vertex AI platform for scalable training and batch prediction.

We will start at 16:00 and have dinner (Indian food) and drinks (alcoholic and non-alcoholic) in between the two talks. We will finish at 19:00.

Agenda

---

Speakers

Mike Williamson - Cellpoint Digital (Data Architect)

Mike's first career in semiconductor engineering prepared him for the mathematics needed when he found his true passion in machine learning and data engineering. Mike is currently working as a data architect and head of data at Cellpoint, where he created a new analytical data platform and pipeline.

Yannis Mageiras - Dreamdata (Analytics Engineer)

Yannis came into the data world with a strong background in mathematics from his work in astrophysics and nanotechnology. He currently works as an analytics engineer at Dreamdata, continuing his love of learning and curiosity.

Hosted By

Rubén Blázquez Cob, GDG Organizer

Michael Williamson, Data Architect

I'll add more.

Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-copenhagen-presents-deep-dives-into-vertex-ai-and-fake-data-generation/.