Freelancer profile translated to English.
Back to original languageAbout Christele
I have 15 years of professional experience in IT. I support your teams in data-oriented projects: data acquisition in a data lake, data ingestion (Cloud Azure) and consumption by third-party applications. I analyze and explore data to better leverage it. I manage, supervise and organize cross-functional and technical teams through industrialization projects. With curiosity, teamwork and autonomy, I am solution-oriented.
English
Native or bilingual
French
Native or bilingual
Can work on-site
Sèvres (up to 15km)
Experience
- SAURData Science Project ManagerENERGY AND UTILITIESFebruary 2021 - Today (5 years and 3 months)- Setting up the RFP for the choice of the Datalab: Dataiku- Creation of machine learning models for predicting water flow rates entering a treatment plant, for detecting pipeline criticality.- User training sessions for business users
- HeinekenProject Manager: Datalab SteeringWINE AND SPIRITSJanuary 2020 - May 2020 (5 months)Rueil-Malmaison, France- Acquire data for the Data Lake- Set up the steering committee with all stakeholders: business, infrastructure, and sponsor- Organize the transition plan from project stage to RUN- Manage the migration from SAP BW to SAP BW/4HANA: group project- Support business users in using the new platform- Deploy the sales performance project- Supervise data science projects: POC on customer CHURN, sales forecasting
- SAP FRANCEData ScientistTECHJanuary 2017 - July 2019 (2 years and 7 months)Paris, France- Implement anomaly detection algorithms and explanation benchmarking (REFOUT)- Understand and explain the deviating nature of abnormal values- Use statistical tests such as Welch, Kolmogorov to explain contrasts- Encapsulate native SAP HANA machine learning algorithms in R and Python- Deploy, expose, and consume SAP HANA ML libraries- Visualize large datasets- Provide technical support to data scientists during the data exploration phase- Empower data scientists to create and deploy virtual machines in Azure- Propose a conducive environment for model deployment and evaluation- Model algorithms (classification, logistic regression, etc.) based on SAP Predictive Analytics and Azure ML
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Education
- Data Sciences CertificationEcole Polytechnique Executive Education2018
- Computer EngineeringEcole Polytechnique Universitaire Nice Sophia Antipolis2002
Certifications
- Data scientist starterEcole polytechnique Executive Education2018