About Me

Kyle Harrington is an AI/ML Research Scientist at the Chan Zuckerberg Initiative. He leads machine learning projects for biological imaging, focusing on deep learning for 3D computer vision and large-scale data analysis. He has developed and contributed to numerous tools including napari, the Fiji ecosystem (e.g. sciview), album, and more. His research applies machine learning to biological problems:

• deep learning for 3D vision: CZII CryoET ML Competition, surforama
• neural networks & AI: artificial GRNs, differentiable GRNs
• evolutionary algorithms: coevolution of camouflage, open-ended escalation
• computer vision for neuroscience: circadian circuits, Drosophila connectomics, SNT
• predictive modeling: 3D vascular models, collective cell dynamics, developmental imaging
• computational methods: microfluidic logic gates, evolving modular programs