From Legacy to Vision – How to continuously adapt your current systems to the state-of-art – Douglas Penna, Farfetch


Every company needs to keep updating their systems with what is currently the state of art. There is always some legacy, and different world views that during some time need to coexist, for the company’s systems to properly run. In this talk we’ll talk about our vision towards a new machine learning platform, and share our lessons on how to prioritise its construction.

Key Takeaways

  • How to set a shared vision on a ML platform
  • The three waves of ML: from Monolithic apps to Properly Containerised Applications
  • How to integrate the vision with the current needs, merging business and technical needs

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