Selected work
Problems we have worked on.
Client names are withheld where agreements require it. Any project below can be discussed in detail on a call.

A digital twin for patient flow and staff assignment
Simulation and priority models that let an operations team test staffing decisions before making them.
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Automated delineation mapping from survey imagery
A vision pipeline that turns site imagery into measured boundary maps, replacing hours of manual tracing.
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Loss-prevention vision for store floors
Camera-based detection of high-risk events, tuned to each store’s layout and lighting.
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An operational digital twin for an enterprise network
A working model of inventory, lanes and lead times for testing what-if scenarios before committing to them.
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Operations dashboard and intake automation for a pharmacy team
Automated intake and a single view of the numbers a pharmacy team checks every morning.
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Physics-informed models for structural analysis
Neural networks constrained by engineering physics, giving fast estimates where full simulation is too slow.
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