À propos de Fatima
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Capacité professionnelle complète
Expériences
- BNP PARIBASData & Cloud EngineerBANQUE & ASSURANCESnovembre 2020 - Aujourd'hui (5 ans et 7 mois)Paris, FranceAs an IT coach at BivwAk!, my main role is to design, test and implement solutionin order to work and collaborate effectively, with the aim to help incubate squadsto deploy their products in production quickly and efficiently.Achievements• Lead and coach various teams in the proper implementation of their products• Build and document best practices in the cloud (AWS)• Suggest, test and implement advanced solutions in alignment with thesustainable and digital responsible commitment of BNP Paribas GroupTechnologiesAWS Cloud, IBM Cloud (Red Hat OpenShift, Terraform), Pipeline CI/CD (CircleCI,GitlabCI), Kubernetes, Docker, Kubeflow, MLFlow, Python, Jupyter Notebook,framewoks ML, Model serving
- AFNORData Engineer & DevOpsjuillet 2019 - juin 2020 (11 mois)AFNOR Group wants to implement a Big Data solution to automate predictive models for three new use cases:• UC1 : Automatically identify leads for business opportunities using artificial intelligence to improve the efficiency of users/salespeople.• UC2: Real-time product purchase recommendation based on users' journey to offer related articles that may interest the user.• UC3: Quality scoring model to calculate the likelihood of a person to be certified.Achievements• Implement a data flow manager with NiFi• Deploy in production of Machine Learning algorithms using TensorflowServing• Implement an End Point API to make the data science model accessible• Deploy a docker images in production with Kubernetes• Automate the deployment process in production with Azure DevOpsTechnologiesPython - Tensoflow, SQL - PostgreSQL, Nifi, Azure DevOps, Docker, Kubernetes
- Ministry of FinanceBig Data Developerfévrier 2018 - septembre 2018 (8 mois)The goal is to realize a GUI for consultation and interrogation of a Janus DB (Titan) graph base to help all the developers and supports working on databases using Big Data, namely HBase, Janus and Hive in particular.Achievements• Identification and proposal of the most relevant solution and GUI• Connection and queries on HBase via HQL, Janus via Gremlin and Hive via Impala• Iterative development of the GUI• Design of a microservices architectureTechnologiesJava, Spring Boot, ReactJS, Hadoop, HBase, Hive, Janus (Titan)
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