Freelancer profile translated to English.
Back to original languageAbout Sandra
PhD in AI, I built a model that predicts pedestrian behavior towards autonomous cars.
Three years of research, real data, industrial collaboration with Škoda, and an international patent filed by the CNRS. Now I'm putting all that to work for your projects.
Python, ML, computer vision, entrust me with your AI projects to make them concrete.
What I work on
▸ Development of predictive models
▸ Behavioral data analysis
▸ Computer vision
▸ AI Consulting
What I deliver
Clean, documented code that actually runs.
Serious research, hands-on mindset. Available remotely or on-site anywhere in France and Belgium.
French
Native or bilingual
English
Native or bilingual
Can work on-site
Valenciennes (up to 50km), Paris (up to 50km), Bruxelles (up to 50km)
Experience
- CNRS / LIRMM,AI Research Engineer / PhD StudentRESEARCHNovember 2022 - March 2026 (3 years and 4 months)Montpellier, FranceDevelopment of a neuroscience-inspired model for pedestrian behavioral prediction for autonomous vehicles, covering VR design of experiments on human participants, construction of a complete ML pipeline, and evaluation on benchmark datasets (PIE, LOKI, nuScenes). Integration of knowledge graphs to improve prediction and interpretability. Contribution to an industrial project with Škoda concerning real ADAS integration constraints (API exposure). PCT patent filed by the and publications in Springer LNCS and IEEE. Teaching at Master's level and student supervision.
- LIRMM,AI Engineering InternRESEARCHJanuary 2022 - July 2022 (6 months)Montpellier, FrancePrototyping an AI model for human-robot negotiation. Development of an interactive web serious game (scenario, interaction logic, data capture). Integration of AI into a robotic arm for experimental interaction. Design of interaction log processing routines.
- LERMA / Observatoire de ParisPython Development InternRESEARCHDecember 2019 - December 2019Paris, FranceDevelopment of a Python graphical interface for the study and visualization of astrophysical and laboratory plasmas.
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Education
- PhD in Computer ScienceUniversité de Montpellier2026PhD en Informatique
- Master in Computer ScienceUniversité de Montpellier2022Master en Informatique