Posts by: Demetrios Brinkmann

An End-to-End ML Destination Similarity Project using Flyte

The development of machine learning projects is complex and full of challenges, from the scope and problem definitions all the way to model governance and the user interface. In this blog post, we detail how we built an end-to-end recommendation system from scratch consuming open source data, orchestrating the entire pipeline of a machine learning model, and delivering it in a web interface.... View article

What I Learned Building Platforms at Stitch Fix

Five lessons by Stefan Krawczyk Why build a platform? Picture this. You’re an individual contributor working at some company that requires you to write “code” to get your job done. I’m trying to cast a wide net here, for example,... View article