Data Engineering
The Neuro-Data Bottleneck: Why Neuro-AI Interfacing Breaks the Modern Data Stack
Neural data like EEG and MRI is never 'finished' - it's meant to be revisited as new ideas and methods emerge. Yet most teams are stuck in a multi-stage ETL nightmare. Here's why the modern data stack fails the brain.
Parquet Is Great for Tables, Terrible for Video - Here's Why
Parquet is great for tables, terrible for images and video. Here's why shoving heavy data into columnar formats is the wrong approach - and what we should build instead. Hint: it's not about the formats, it's about the metadata.