01
Takeover of a PyTorch model delivered as zip archives, inference audit, and a turnkey GPU laptop that analyses one hectare of drone photos in under 15 minutes.
Outcome10 drone photos processed in under 5 minutes, down from over an hour
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Took charge of an R package computing football odds in continuous production: zero code-caused incident, and live pricing added during matches.
OutcomeZero code-caused incident; 30,000 API calls a day; a new revenue line
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Audit of an undocumented C++/OpenCV toolbox, then a C++20 REST server delivered as sources, Makefile and README, deployed by the client with Docker and Traefik.
OutcomeServer in production, integrated into the XR project, deployed by the client themselves
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