Ian Hales

Senior Director of AI Engineering
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Articles by

Ian Hales

Federated Learning
Collaborative Data Ecosystems
Co-Folding AI

A new operational standard for industrial federation

Delivering a state-of-the-art federated co-folding model across five pharma companies in record time

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Co-Folding AI
NVIDIA FLARE
NVIDIA

Advancing protein prediction with Federated Learning on NVIDIA DGX Cloud

Apheris shares insights from federating large protein models, OpenFold3 and Boltz-1, on NVIDIA DGX Cloud with NVFLARE. The results show that with the right setup, federated learning can match centralized training—enabling secure, collaborative AI in drug discovery.

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