CIPHERDUSK.COM
Independent practice
Research-grade machine learning. Production-grade engineering. For problems with no standard answer.
20+ years — formally trained in AI before the deep-learning era.
Privacy-constrained data · edge and latency-bound inference · optimisation under hard constraints.
Engagements produce a system that runs — not a report.
Currently: defence · civic AI · social housing · utilities
Most recently: LiveRamp · Harvard OpenDP · DataFleets · UK ONS · Three patents
Phil Stubbings
phil@cipherdusk.comBased in the UK, working internationally. A small number of engagements each year, led personally. Replies within two working days.