About Mohamed
Expert Databricks
AWS BIG DATA SPECIALITY CERTIFICATION Software professional with 17 years of experience. with more than 8 years experiences in BigData , NOSQL , Data Science and Machine Learning. Consulting on Hadoop ecosystem : Hadoop, MapReduce, Hbase, Pig ,Hive, Spark,Kafka Managed Hadoop clusters : setup, install, monitor, maintain; ( ansible, terraform ) Distributions : Cloudera CDH, Apache Hadoop , YARN , SPARK Big Data consultant Prototyped Big Data system with Hadoop , Spark , HBase, Cassandra , MongoDB , ElasticSearch , and Lucene, Solr, neo4j,graphql,Java, Designs complete architecture, assuring acceptable performance. Prototyped Highly Distributed System With Akka , Scala , Spark , Spark Mllib Extensive knowledge in data retrieval and preparation using multiple formats ( parquet,ORC,Json,...) 3+ years of experience in Cloud platform (AWS) Implementing Big data GDPR Solution ( Hive , Ranger , Apache Atlas , Masking , Classification , Lineage )
English
Fluent
French
Native or bilingual
Can work on-site
Palaiseau (up to 50km), Palaiseau (up to 50km)
Experience
- Société GénéraleData Architect - Expert Big Data Cloud AzureBANKING AND INSURANCEMarch 2021 - Today (5 years and 3 months)Colombes, FranceProjet Réglementaires : CSDR, TrusteeMise en place de l’architecture et des choix technologiquesConception de l’architecture applicative.Mise En Place du socle technique de développement Big Data / Cloud / Best Practises.Mise en place de procédures et de normes (CICD )
- JohnSnowLabsSenior Data/Machine Learning EngineerPHARMACEUTICALS INDUSTRYFebruary 2020 - February 2021 (1 year and 1 month)Développement des librairies autour de OCR, NLP, Machine Learning et l’apprentissage automatique en utilisant le framework Spark.AWS, S3, Spark, Spark ML, Databricks, AirFlow, Kubernetes, Tensorflow 2.0, KerasTesseract, NLP, OCR, Scala & Python
- WeefinExpert Big Data / Cloud AWSBANKING AND INSURANCEDecember 2019 - Today (6 years and 6 months)ESG-CONNECT : application SaaS (Software as a Service) pour l’analyse et le traitement de donnée ESG à destination des gestionnaires d’actifs.Définition de l’architecture d’une plateforme Cloud sur AWSMise en place de procédures et de normes DEVOPS dans l’exploitation de la plateforme
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Education
- Big Data Analytics (http://dataiku.com)dataiku2014
- Cloudera Data Analyst Training: Using Pig, Hive, and Impala with Hadoop (DATA-ANALYST) Exit CertifiedCloudera2012
Certifications
- AWS Big Data SpecialistAWS-PSI