Every project below started as software its owner could no longer move forward. Here is where each one stands today.
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
Read more →Rewrite of a Python simulation of transposable element dynamics in C, with data-oriented design. Groundwork for the TEDyS software and a 2025 publication.
Outcome100-element simulation: from about 10 minutes to a few seconds
Read more →A single-licence MATLAB program replaced by an R and Shiny web application, still used by INRAE eight years later and cited in two articles and two theses.
OutcomeStill in production eight years later, extended by the INRAE team; cited in 2 articles and 2 theses
Read more →Scrum master of six developers on the Rhoban team's code: from zero tests and zero CI to over 20 unit tests and a continuous integration pipeline.
OutcomeFrom zero tests to over 20 unit tests and a CI pipeline that caught real false positives
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