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Christophe S.

Machine learning
  • Suggested rate
    €417 / day
  • Experience3-7 years
  • Response rate100%
  • Response time1 hour
The project will begin once you accept Christophe's quote.
Location and workplace preferences
Location
Oxford, England, United Kingdom
Remote only
Primarily works remotely
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Skill set (13)
Christophe in a few words
Experienced data scientist specializing in machine learning with a focus on the semiconductor industry. With over 3 years of experience, I have developed models to predict the category of devices that could experience critical failures during normal operation, resulting in a patented technology. I am passionate about understanding and explaining the key factors that drive device performance and prediction outcomes. Currently, I am focused on developing explainable AI models to achieve this goal. Additionally, I have worked on smaller-scale projects, utilizing optoelectronic characterization methods to predict figures of merit. My dedication to understanding the intricacies of data and applying it to industry processes has resulted in a proven track record of successful outcomes.
Experience
  • CEA
    Engineer
    NANO-TECHNOLOGY
    February 2020 - March 2023 (3 years and 2 months)
    Grenoble, France
    Research engineer. Developed new skills to carry out big data analysis of electrical tests results of semiconductor device. Developed classification and regression models to predict device categories or performance. These helped to save test time and led to a parented technology. Using explainable IA helped understand the models predictions and the devices' performance driving parameters.
    Python Pandas SQLite Scikit-learn
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Education
  • Engineering degree
    ENSIL-ENSCI
    2005
    Material science
Certifications
  • Machine learning
    Coursera
    2021