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Abderrahim YahiAY

Abderrahim Yahi

Lead tech, Bigdata Architect & Big data Trainer

€850/day
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Abderrahim

Lead DATA Science, Architect, Big data Coach
+12 YEARS of professional experience
Machine learning, deep learning, neural networks,
artificial intelligence and telecommunications

OCCASIONAL TRAINER (Freelance): (CLIENTS: M2I-FORMATION)
BIG-DATA - ARCHITECTURE AND INFRASTRUCTURE:
link to the training and description: Big Data - Designing and managing a project:
link to the training and description:
Spark developer (Cloudera distribution)
link to the training and description: Google Cloud Platform (Core infra)
link to the training and description: Hadoop Framework and big data ecosystem (hive, impala, sqoop, CDAP, kafka…)
Machine Learning training
preparing a big data training course on the Udemy platform
  • English

    Native or bilingual

Can work on-site
Paris (up to 50km), Paris (up to 100km)

Experience

  • Le Groupe La Poste
    Data & big data solution architect
    RETAIL (LARGE RETAILERS)
    June 2022 - Today (4 years)
    Issy-les-Moulineaux, France
    Responsibilities / tasks
    Factory Customer Experience & networks: enterprise and solution architect
    - Updating and evolving architecture files.
    - Validation of proposed solutions in the architecture committee.
    - Guaranteeing the compliance of solutions with the company's strategy.
    - Advising business lines to optimize the use of technical solutions.
    - Responding to technical consultation requests and proposing adapted solutions.
    - Evaluating the results and performance of solutions.
    - Identifying and proposing improvements.
    - Designing secure technical solutions for connectivity between systems.
    - Supervising development and coordinating the teams involved.
    - Designing technical architectures for data collection and processing.
    - Supporting the project owner and the development team in technological decisions
    - Technological monitoring to be part of a continuous improvement logic
    - Working in agile SAFe mode.
    Achievement:
    - PAG territorial development: I have implemented solutions to promote territorial development, identifying opportunities and proposing appropriate measures.
    - Unified tracking service (SSU): I contributed to the implementation of a unified tracking service, allowing to centralize and effectively track relevant information.
    - StoreLocator (STL): I used a StoreLocator to precisely locate points of sale, making it easier for users to find them.
    - Geocoding: I integrated a geocoding system to assign precise geographical locations to data, improving the accuracy of information.
    - NBA (Next Best Action): I implemented a suggestion engine for targeted actions, allowing to offer users personalized and relevant recommendations.
    - Secure exchange base: I installed a secure exchange base to ensure the protection of sensitive data during exchanges.
    - API exposure base: I implemented an API exposure base, facilitating access to specific data and functionalities in a secure manner.
    - Customer segmentation: I used TagCommander and Phoenix tools to segment customers according to specific criteria, allowing for better personalization of offers and services.
    - PEP PROG FID: I designed and proposed a secure technical solution to ensure the connection between the IS systems of La Poste and the PEP Loyalty Program platform.
    - AIOPS: I conducted studies and designed the architecture of an AIOPS platform aimed at detecting weak signals and preventing incidents in the network, thus improving the availability and reliability of services.
    Cloudera Spark TensorFlow MLflow MLOps Elastic Stack (ELK) Elasticsearch Hortonworks MDM DigDash Archimate
  • OVH cloud
    tech lead & big data architect
    TECH
    August 2021 - June 2022 (10 months)
    Paris, France
    Context
    Within the data office department at the IT department, I hold the position of Tech lead dataops Team "technical manager of a team of 4 dataops and 3 data engineers" in charge of providing DATA infrastructures, tools and services on the following technical environments:
    - Datalake (HDP): DataOps, Tech Lead & big data architect
    - Data protection platform: Data engineer
    Responsibilities / tasks
    Self-Analytics Program: ARCHITECT, Lead Tech
    - Project lead (validation of PoC and defining the project roadmap)
    - Architecture of the Digdash PoC within the Self Analytics program
    - Writing technical documentation and DAT specifications
    - Integration of the Self Analytics program into the Global data Driven program (data Ocean, Machine learning)
    Data Governance MDM: DATA Architect
    - Studies and realization of the target architecture to integrate the customer data qualification platform
    - Realization of a platform for data control POC
    - Integration of the platform into the IS
    Data Lake: Architect
    - Define the Architecture and the migration plan of the DataLake migration Hdp2.6.5 to CDH
    - Design of Yarn Queues and fine tuning to improve the performance of Spark jobs in the big data cluster
    - Supervising and training the big data team.
    - Define a strategy for users Access management in the datalake
    Data protection Platform: Lead Tech
    - Studies for the realization of a DPP with Cipher bricks, data transformation, machine learning, data management.
    - Define the architecture and technical bricks
    Cloudera Hortonworks Spark MDM Informatica Elastic Stack (ELK) Elasticsearch MLOps
  • nokia
    Lead Tech DEV, manager of an agile dev team
    TELECOMMUNICATIONS
    April 2020 - August 2021 (1 year and 4 months)
    Paris, France
    - Technical supervision of an agile development team
    - Monitoring and recruitment of the team
    - Animation and skills development of the team (code review, best practices, retex, training recommendations, certifications, technological monitoring)
    - Lead the main steering committees.
    - Formalize and build functional needs with the business lines and write the specifications.
    - Advice and assistance to business lines, project owner and development team in the project phases of using the platform
    - Framing of projects
    - Management of releases with the delivery teams
    - Communication on the service offer and development
    - Ensure internal and external documentation of scripts and applications
    - Reporting of activity and evolution of scripts and applications
    - Animate a community around development
    Achievement:
    • PI&SC (PROCSI) Portal: Web portal for monitoring the industrialization process of operations and sharing catalogs of industrial operations in factories (python, react, postgresql)
    • SAO V1.0.0 Portal: web portal and dashboard (Kibana/elasticsearch) for piloting the Support to Operations activity (BO query and data retrieved from GCR) (python Django 3, react, postgresql, ELK)
    • Advnetcheck: Web portal on IP domain – Display of status information of network equipment and perform a check before/after operation (python Django 3, react, mongodb)
    • IRMA (IP RADIO MONITORING ALERTING): Dashboard (Grafana) – for monitoring the scopes of IPs available for Radio and transmission. (python Django 3, react, postgresql, Grafana, pyspark)
    • 2PAC: Portal for Monitoring the Progress of CSG Production: Web portal for monitoring the progress of CSG production (

    Scripting Project: Lead Tech
    • Sanity check (ASUR) V1.3.1: Script on radio domain (5G TDD) – Check of configuration, alarms and site/cell status with comparison before/after operation. (python3.5)
    • Conf RET/TMA: CRET V1.1.12: Script on radio domain - Scan of RETs during swap or DI operations and generation of AMOS command files then automatic configurations of RETs AND TMA. (python3.5)
    • RET/TMA check V1.1.4: Script on radio domain – Configuration check after operation and after launching the Conf RET script to output inconsistencies on the field, comparison before/after operation. (python3.5)
    • Genepy V1.4.0: Script on radio domain(5G) – Generate configuration files for a 5G DI. (python3.5)
    ELK Elasticsearch Kibana Spark Grafana Python React Native hadoop Hortonworks

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Education

  • Circuits and Electronics Certifications
    MIT
    2012
  • engineer in telecommunications systems
    Institute of Telecommunications
    2012

Skill set (35)

Categories

  • Other