Senior Editor

Marcus Reed

Marcus Reed covers model releases and inference frameworks for Heatdrop. He spent six years as an ML engineer building inference pipelines before moving into writing, and he is mostly interested in what happens when a research model meets real production load.

Features by Marcus Reed

maziyarpanahi/openmed · 16 Jun 2026

OpenMed’s Thousand-Model Bet on Clinical NLP Without the Cloud

An open-source toolkit tries to solve healthcare’s unstructured-data problem by running specialized NER and de-identification models entirely on-device.