Freelancer profile translated to English.
Back to original languageAbout Yvonne
🔹 Expertise in BI and Data Visualization
- Dashboard creation: Development on Tableau, Power BI, Looker Studio for data understanding.
- Presentation and interpretation: Communication of insights via clear dashboards to facilitate decision-making.
- Definition and analysis of KPIs: Proposal of strategic indicators for optimized activity management.
- Support for business teams: Training in the use of dashboards and facilitation of workshops.
🔹 Data Analysis and Business Intelligence
- Collection and framing of business needs: Understanding of issues and transformation into adapted analytical solutions.
- Performance analysis: Evaluation of commercial, marketing, and customer performance to identify areas for improvement.
- Extraction of key insights: Valorization of data for informed decisions and strategic recommendations.
- Training and skills development: Support for data teams to strengthen their autonomy and expertise.
🔹 Data Science & Experimentation
- Modeling and prediction: Development of machine learning algorithms for sales and reimbursement forecasting.
- Classification and clustering: Segmentation of customers and products for a better marketing strategy.
- Experimentation and A/B Testing: Implementation of statistical tests to validate hypotheses and improve performance.
🔹 Data Engineering & Automation
- Data collection and transformation: Integration of API sources, SQL databases, preparation, and cleaning of data via ETL.
- Storage and structuring: Creation and maintenance of aggregation tables for optimal analysis.
- Task automation: Implementation of workflows and scripts to improve the efficiency of data teams.
My goal is to provide innovative data solutions to companies and exceed expectations to maximize their performance.
English
Native or bilingual
French
Native or bilingual
Chinese
Conversational
Can work on-site
Paris (up to 50km), Lyon (up to 50km), Nantes (up to 50km), Bordeaux (up to 50km), Lille (up to 50km)
Experience
- GROUPE VYVProject Manager Specialist in DatascienceMay 2021 - Today (5 years and 1 month)Paris, FranceMassive Optimization of Business ProcessesProject ScopeProcessing Volume: 1.5 million emails/yearFinancial Gains: €4 million savingsHuman Resources: Release of 80 Full-Time Equivalents (FTE)Areas of Technological Transformation1. Artificial Intelligence & AutomationMachine Learning AlgorithmsAutomated Email Flow ProcessingPredictive Data Analysis2. Dashboards & Business IntelligencePowerBI IntegrationAdvanced Analytical ReportingImprovement of Operational Efficiency: +25%3. Change ManagementAgile MethodologyReduction of Project Deadlines: -30%Collaborative & Iterative ApproachKey Deliverables & Impacts->Intelligent Automation-> Process Optimization-> Measurable Digital Transformation
- aivancity School for Technology, Business & Society Paris-CachanProfessor-expert AI, project managementSeptember 2022 - Today (3 years and 9 months)Paris, FranceTraining at the Intersection of AI and Project ManagementAreas of Skills Development1. Intelligent Automation of WorkflowsPractical Modules: Design of AI solutionsMethodologies: Optimization of business processesTarget Skills:Needs analysisSystems modelingDeployment of automated solutions2. Agile Management & Artificial Intelligence WorkshopsCollaborative Pedagogical ApproachBest Practices:Management of AI projectsAdapted Agile methodologiesManagement of technological innovationPedagogical Deliverables-> Increase in technical skills-> Operational methods-> Strategic vision of digital transformation
- MicrosoftResearch And Development Specialist in Artificial IntelligenceJanuary 2017 - January 2019 (2 years)PĂ©kin, ChinaChatbot Lisa Project: Revolutionizing the Customer ExperienceOperational PerformanceReduction of Customer Response Times: -40%Adaptive & Intelligent AI SolutionOptimization of Digital InteractionStrategic Focus: Predictive Fraud DetectionAdvanced Analysis of Financial RisksMachine Learning AlgorithmsPredictive ModelingIntelligent Anomaly DetectionTechnologies & Methodologies- Artificial Intelligence- Predictive Analysis- Financial Risk ManagementKey Impacts-> Operational Efficiency-> Risk Reduction-> Improved Customer Experience
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Education
- Master of Businessemlyon business school2020Master of Business Administration - IMBA, International Strategy and Finance
- Doctor of Philosophy - PhD, Artificial IntelligenceBeihang University2019Doctor of Philosophy - PhD, Artificial Intelligence