About Rayane
French
Native or bilingual
English
Fluent
Arabic
Native or bilingual
Chinese
Basic
Experience
- Mobilize Financial Services - Digital HubData Strategy Manager – Lead Data AnalystBANKING AND INSURANCENovember 2022 - June 2025 (2 years and 6 months)Noisy-le-Grand, France- Managed the Data & Analytics roadmap for the cybersecurity department (budget €1M), aligned with C-level priorities.- Defined cross-functional data architecture + governance (quality, lineage, MDM), resulting in +35% reliability for critical data.- Led a multidisciplinary data team (6 analysts/engineers), facilitated data literacy for executive committees.- Prioritized initiatives based on business ROI, generating +30% operational efficiency and -40% incident response time.- Designed a real-time Spotfire platform + AI alerts for strategic KPIs, deployed group-wide.- Liaison with CEO/CDO: strategic workshops, executive reporting, IT/business/security alignment.
- Mobilize financials servicesSenior Data AnalystBANKING AND INSURANCESeptember 2022 - December 2022 (3 months)Paris, France- Designed and developed interactive dashboards using Spotfire to visualize the carbon footprint of B2B clients, in compliance with governmental regulatory requirements related to ecological transition.- Automated environmental data flows, ensuring the quality, reliability, and real-time updating of key carbon performance indicators.- Collaborated closely with business, IT, and compliance teams to translate regulatory needs into relevant operational indicators, facilitating strategic decision-making.- Conducted in-depth analysis of carbon data to identify optimization opportunities and support B2B clients in their environmental footprint reduction efforts.
- RenaultProduct Owner/ Designer SpotfireAUTOMOBILEMarch 2021 - August 2022 (1 year and 5 months)Le Plessis-Robinson, France- Controlled data in GCP and collaborated with data engineers in India- Processed vehicle incident data- Captured incidents in real-time, directly from the vehicle or via the network- Provided accurate diagnostics and qualified issues reported by Renault World users- Utilized supplier quality data- Performed detailed analysis of supplier performance, identifying strengths and areas for improvement- Implemented action plans to improve supplier quality and Renault product quality- Deep understanding of end-user needs- Modeled and optimized business data usage- Designed, created, and maintained dynamic reports with the SPOTFIRE platform- Optimized report performance and loading times- Designed technical and functional tests for data connection contracts- Supported users through incident analysis and user/key user training- Efficiently managed large volumes of data- Proposed continuous technical improvements to the SPOTFIRE platform for better performance and user experience
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Education
- PhD in Life and Health SciencesUniversité Paris-Seine2017Activité anti-biofilm du cranberry et de l’un de ses métabolites envers Enterococcus faecalis dans un contexte d’infection urinaire. Escherichia coli et Enterococcus faecalis sont deux principaux agents pathogènes impliqués dans les infections du tractus urinaire (ITU) en médecine de ville et à l’hôpital. Ces espèces bactériennes sont responsables d’ITU aigües avec des phénomènes de récurrence et dans des ITU chroniques. La consommation d'antibiotiques est directement corrélée à la résistance des bactéries uropathogènes ce qui montre l'importance de contrôler l'utilisation des antibiotiques et de développer des traitements préventifs et curatifs alternatifs pour les infections urinaires.La consommation alimentaire de cranberry et de leurs extraits est traditionnellement associée avec le maintien en bonne santé des voies urinaires. Par ailleurs, certaines études cliniques semblent montrer un effet préventif des ITU associé à la consommation alimentaire de cranberry. In vitro et ex vivo, la consommation de ces extraits par l’homme réduit l’adhérence de certaines souches d’E. coli aux cellules épithéliales urinaires et la formation de biofilm de différentes espèces. L’hypothèse de travail est que la consommation alimentaire d’extraits de cranberry conduise à la formation de métabolites urinaires qui diminuent l'adhérence des bactéries uropathogènes à l’épithélium urinaire. Ce mécanisme serait à la base de la prévention des ITU par consommation d’extraits de cranberry. Cependant, les métabolites bioactifs restent largement méconnus.
- Data scientistMines Paris - PSL2024Data science
Certifications
- Microstrategy Certified Specialist AnalystMicrostrategy Certified Specialist Analyst2018
- TCA - TIBCO Spotfire®by TIBCO Software Inc.