Ryan Dorrington

Ryan is a digital product developer specialising in applied machine learning and full-stack engineering, with experience delivering innovative technology solutions across technical and field environments.

He is part of Populous’ global digital team, where he focuses on the development of in-house AI tools that support both design workflows and business operations. His work centres on translating emerging technologies into practical, scalable solutions that enhance creativity, efficiency, and decision-making across the practice.

Previously, Ryan developed on-device machine learning models deployed in remote environments and contributed to drone-based imagery analysis for large-scale predictive modelling. He has also led full-stack product development, delivering web-based tools adopted across industry.

Ryan brings a strong technical foundation in Python, JavaScript/TypeScript, AWS infrastructure, and PyTorch, combined with a focus on delivering practical solutions through applied AI.