À propos de Mohamed-Helmi
Français
Bilingue ou natif
Anglais
Capacité professionnelle complète
Arabe
Bilingue ou natif
Expériences
- mhichriBig Data ExpertAGENCE & SSIIjuin 2023 - Aujourd'hui (2 ans et 11 mois)Paris, FranceAs a Big Data Expert, I provide consultancy services focused on Big Data & Cloud solutions.Expertise Areas: Data Architecture, Data Governance, Data Engineering, Data Warehousing, Data Ingestion, Data Quality, Security, DataOps, Batch & Streaming Analytics, MonitoringTechnologies: Cloudera Ecosystem (CDP, CDH, HDP), Hadoop, Spark, NiFi, Ansible, Terraform, AWS, Azure, Elasticsearch, Kibana, Grafana, Kerberos, Ranger, TLS, Prometheus, PostgreSQL, Python, SQL, Kedro, Great Expectations
- ClouderaProfessional Services ConsultantEDITION DE LOGICIELSseptembre 2021 - juin 2023 (1 an et 9 mois)Paris, FranceAs a technical lead, I work on some of the most exciting distributed data projects at private and public sector organizations.Engage from Proof of Concept (PoC) stages through to production implementation on complex distributed environments.Hereunder a hint on some of my activities:• Translate customers' requirements into efficient, resilient and secure architectures• Provide technical expertise on data ingestion, data engineering, data Warehousing, …• Installation, Administration, Upgrade, Configuration of: CDP & CDH & HDP platforms (on-premise and on the cloud)• Setup High Availability on CDP/HDP/CDH services (HDFS, YARN, Hive, Ranger, HBase, Oozie)• Enable security on CDP/HDP/CDH clusters (Kerberos, LDAP, Ranger, MIT KDC, FreeIPA, Active Directory, TLS, Encryption at Rest)• Troubleshoot and debug major issues on platform & services• Audit and tune platform services• Design disaster recovery architecture (data replication, RTO, RPO)• Prepare and share engagement reports with customers• Advise and share best practices with customers• Lead POCs (Proof of Concepts) with customers/ProspectsSectors: Banking, Insurance, Telecommunications, Construction, Automotive, Public servicesRegions: mainly France, but also Spain, Italy and Switzerland
- Société GénéraleSenior Data EngineerBANQUE & ASSURANCESdécembre 2016 - septembre 2021 (4 ans et 9 mois)La Défense, FranceBuild a CloudWatch like solution for collecting all types of infrastructure data (logs & metrics) for Société Générale's Private Cloud, from scratch :o Define the architecture (API, ingestion pipeline, data restitution methods)o Implement Rest API for data ingestion and restitution: Flask/Python3, gunicorn, nginx, redis, celery, Postgresqlo Setup CI/CD pipeline: github, Jenkins, SonarQube, XL Deploy, pytesto Setup backend infrastructure: Hadoop, Kafka, NiFi, Elasticsearch, Kibana, Druid, Superset, Grafanao Collect several TBs of data per day• Code review / Big Data community/ innovationo Review data ingestion pipeline with team members and other developerso Animate Big Data community (between data engineers and data scientists)o Help data scientists run their algorithms smoothly on our platformo POC of new tools: opendistro, Presto, Sherlock for druid, Burrow, Jolokia• Dev/Opso Build real-time and batch data pipelines using Python scripts, NiFi, Kafka, Spark (pyspark) ...o Collect data from multiple sources (database and streams, third parties APIs ...) using NiFi, Logstash, Sqoop ...o Implement Batch/Real time processing use cases using Apache Spark (pyspark)o Manage Hadoop/Kafka/Druid/Elasticsearch/NiFi clusters (upgrade, security, troubleshooting ...)o Build new infrastructure resources (Druid/Elasticsearch ...) using Terraform and Ansible• I participate in recruitment process by interviewing new candidates
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Formations
- MasterECOLE CENTRALE PARIS2016Advanced Master - Open Information Systems Engineering
- National Engineering DiplomaNational Institute of Applied Science and Technology2014National Engineering Diploma, Software Engineering
Certifications
- CDP Certified Administrator - Private Cloud BaseCloudera2022
- CDP Certified GeneralistCloudera2022