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Nejc Dougan

Nejc Dougan

CTO & Co-founder at Flai

Nejc works at the intersection of 3D computer vision and geospatial data, with more than 15 years in the domain: from photogrammetry and LiDAR production to deep learning research on large-scale point clouds. His research interest is semantic understanding of 3D scenes and how models hold up across sensors, domains and capture conditions. He co-founded Flai to put that research to work in production, and speaks regularly on where automated 3D perception is heading.

Areas of expertise
  • 3D computer vision research
  • Deep learning on large-scale point clouds
  • Semantic understanding of 3D scenes
  • Cross-sensor and cross-domain generalisation
  • LiDAR and photogrammetry at production scale
  • Distributed processing pipelines (DAGs)
  • Cloud architecture on AWS
  • Infrastructure as code
  • Technical strategy and engineering leadership

14 posts by Nejc