EBFreelancer profile translated to English.
Back to original languageAbout Edouard
Freelance
Experience in international environments | Proactive | Proven results | Significant savings
My expertise covers IT and data consulting, project and product management (PRINCE2, Agile, Scrum), Machine Learning engineering (NLP, Computer Vision), Data Engineer (Spark, Airflow, SQL), DevOps (Kubernetes, CI/CD, Monitoring), Data Science, data analysis, and agile coaching.
I have generated significant cost savings (hundreds of thousands of euros) and a substantial reduction in carbon footprint (tens of tons) through process optimization and innovative solutions.
Key skills: Data-driven decision making | Cloud Architectures | AI & Deep Learning | Performance Optimization | Team Leadership & Transformation
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- Nexus DataFull Stack Machine Learning EngineerAugust 2024 - Today (1 year and 10 months)Paris, FranceFields:👨💼 IT Project Manager / Product ManagerPRINCE2 Management of complex projects and budgetsDevelopment and monitoring of detailed schedules via Roadmap / GanttBudgetary control and multi-project resource managementAdaptation of agile methodologies🤖 Machine Learning EngineerDesign, optimization, and deployment of large-scale modelsDevelopment of NLP and Computer Vision solutionsManagement of prod, preprod, test environmentsPerformance optimization via CPU / GPU / LPU clusteringContinuous R&D on the latest advances in generative AI📊 Data EngineerArchitecture and optimization of real-time data flowsImprovement of processing efficiency through parallelizationDesign of secure private cloud architecturesManagement of interconnected resources for massive processingOptimization of network performance and latency⚙️ DevOps EngineerKubernetes orchestration with horizontal and vertical scalingConfiguration of Horizontal Pod AutoscalingAdvanced management of cloud resources and containerizationImplementation of robust CI/CD pipelinesReal-time product monitoring via Grafana / Prometheus / Loki🔬 Data ScientistDevelopment and optimization of predictive algorithmsApplied research in Deep Learning and NLPEvaluation and improvement of model performanceDesign of custom neural network architecturesCross-validation and A/B testing📈 Data AnalystIn-depth analysis of business dataCreation of dynamic dashboardsAdvanced statistical modelingAutomated reporting and strategic KPIsDecision support on data from multiple sources🎯 Agile Coach / Scrum MasterTransformation of teams towards agilityTraining in Scrum, Kanban, and Scrumban frameworksFacilitation of workshops and change management supportImplementation of efficient agile ritualsFacilitation of inter-team communicationMeasurement and optimization of team velocity
- Geopost (92)Data Scientist & IT Project ManagerJanuary 2022 - August 2024 (2 years and 7 months)• Key achievements:💰 Savings of xxx K€/year through automation of workflows and optimization of predictive models.🌱 Reduction of xx tons of CO2/year thanks to prediction and intelligent routing algorithms.📊 Implementation of a pan-European address correction system using multilingual NLP, improving delivery accuracy by +50%.🔍 Co-led the agile transformation of department heads and PMs by managing several cross-functional teams.• Technical leadership:🚀 Design and integration of a 100% open-source ML infrastructure🔄 Implementation of enterprise-scale data pipelines using the Apache ecosystem.🌐 Adoption and training in agile methodologies across all departments and rolesGlobal leader in road parcel delivery ~50K employees• Positions held□ IT Project Manager / Product Manager□ Data Scientist / Data Engineer / Data Analyst□ Product Owner / DevOps□ Scrum Master / Agile Coach• Development of end-to-end AI solutions, parcel delay prediction, address correction, recipient type classification, fraud detection and anticipation• Big data batch and streaming data processing, implementation and development of multiple NLP solutions and API provision, BI reporting• Cloud infrastructure management• Tools & Technologies: NLP / NER / Bert / Python / Scala / SQL / Docker / Dremio / Bash / Cloud Computing & Open Source LLM / LocalGPT / JIRA• Apache Technologies: SuperSet / Airflow / Spark / Iceberg / Kafka• Environment using Agile Scrum / Kanban / Scrumban / CI/CD / Gitlab methods
- geopostData EngineerJanuary 2023 - January 2024 (1 year)• Technical Manager with a focus on innovation and development 50% of the time• Strategic steering and KPI definition• Initiation of new strategic projects• Support for enterprise-wide agile transformationTechnical Environment:Infrastructure and Data:• 100% open-source technical stack• Apache Technologies: Spark, Kafka, Airflow, Superset, Iceberg• Secure private clouds (GDPR compliant)• High-performance distributed architecturesDevelopment and Deployment:• Python, Scala for model development• Docker and Kubernetes for containerization• CI/CD with GitLab• Advanced monitoring and observabilityMethodologies:• Agile Frameworks: Scrum, Kanban, Scrumban• DevOps and MLOps• JIRA project management• Technical and functional documentationKey Achievements:Business and Environmental Impact:• Annual savings of several xxxK€ through optimization of operational workflows• Reduction of several xx tons of CO2 per year• Significant improvement in operational efficiency with minimal disruption to existing processesInnovation and POCs:• Design and management of a fraud detection POC• Validation of new AI use cases• Demonstration of ROI through concrete metrics• Successful industrialization of developed solutionsLeadership and Transformation:• Personalized coaching of department heads in their adoption of agile methods• Adaptation of agile frameworks to the specific needs of each team• Creation of a data-driven and agile culture• Implementation of good development and deployment practicesData Engineer
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Education
- Computer Engineering DegreeEISTI2021Spécialité Intelligence Artificielle, 1ère École d’Ingénieurs France en insertion professionnelle (2017) U.N, Cergy-Pontoise • 1ère Année : spécialisation Génie Mathématique Mathématiques, Programmation, Data Exploration, Ressources humaines • 2ème Année : spécialisation Génie des Systèmes d’Information Informatique avancée, IA, Réseaux de Neurones, Architecture réseau, Relations Humaines, Droit des affaires • 3ème Année : Data Science & Intelligence Artificielle IA, Machine Learning, Deep Learning, Data Science, Big Data, NLP, Traitements d'Images, Bio-informatique, Informatique quantique, IA Ethics
Certifications
- AWS Certified Cloud PractitionerAWS2021
- AWS Certified Machine Learning - SpecialtyAWS2021