Data Labelling is Good for You

Maciej Gryka


In the age of AI, data is crucial. In this talk, I will try to convince you that creating your own data labeling pipeline is a critical part of using AI in your business and that Elixir is a great tool for it. While it’s unlikely you will produce a dataset of the size used by tech giants, I will argue that small data specific to your use-case is extremely valuable and that the process of labeling is valuable in itself.

I will walk through how we did this internally, what challenges we faced, how we solved them and what we learned in the process.

Key takeaways:

  • If you use AI for anything in your business, your team should be doing data labeling, even if only a tiny bit.
  • Building an internal data labeling pipeline is fun and useful.
  • Elixir and LiveView are superb tools for building this.


  • Anyone interested in AI and data.
  • Anyone, who uses AI to solve business problems.

Level: Intermediate

Tags: AI data labelling

Format: In-person