Abdelkader Tahraoui

Consultant Senior Big Data & IT CVM

Salaire / Taux journalier

Alegria, Cebu, Philippines

Freelance, ouvert au CDI

Expertises

Python

Langues

AnglaisArabeFrançais

À propos

Introduction

Big Data & CVM Consultant with 4+ years of expertise in scalable ETL pipelines and real-time data streaming. Proven track record implementing Apache Spark, Kafka, and Airflow solutions for telecom marketing analytics. Specialized in end-to-end BI development with focus on data quality, campaign optimization, and cross-functional collaboration.

Liens

Expérience de travail

Ooredoo Algérie

févr. 2021 - Présent

5 ans 9 mois

Alger, Algérie

IT CVM & Big Data Consultant

janv. 2025 - Présent

1 an 10 mois

Alger, Algérie

# Design and maintain scalable ETL pipelines using Apache Spark on distributed platforms, leveraging HDFS for storage # Develop real-time data streaming flows with Apache Kafka for marketing activation and event-driven data processing. # Design and orchestrate complex data pipelines combining Apache NiFi (flow-based ingestion) and Apache Airflow (DAG-based orchestration). # Integrate business rules and campaign logic into real-time flows using SAS Real-Time Decision Manager (RTDM) for personalized customer targeting. # Implement data quality checks, lineage tracking, and monitoring to ensure integrity and compliance across the full data lifecycle. # Monitor and troubleshoot distributed data platforms to ensure high availability, scalability, and performance. # Analyze and respond to business needs for data integration, campaign deployment, and marketing analytics. # Collaborate cross-functionally with Marketing, Data Science, and Business Intelligence teams to deliver data-driven solutions aligned with strategic goals. # Integrate data from Greenplum, Hive, Impala (SQL engines), and HBase (NoSQL store) as sources/sinks in large-scale pipelines. # Leverage HDFS for distributed storage of large datasets used in both batch and streaming contexts. # Utilize internal and external APIs to enrich data flows, trigger external services, or enable data activation in real-time use cases.

Business Intelligence Consultant

févr. 2021 - janv. 2025

4 ans

Kouba, Algérie

# Develop ETL pipelines to extract actionable information from raw data # Identify opportunities to improve our ETL processes to achieve better performance # Working with stakeholders to define the requirements and scope of BI projects # Implement data quality checks to detect and correct bad data # Perform root cause analysis of issues raised by stakeholders or discovered during data quality checks # Collaborate to maintain our Data Platforms up and running # Analyze and respond to Business requirements in terms of Data Integration # Offers Data Integration and configuration according to the SPECs # Monitoring of the BI platform

Business Intelligence Developer

DASH - Business Intelligence Lab.

sept. 2020 - janv. 2021

5 mois

Blida, Algérie

# Design and Implementation from End-to-End several Dashboards using Microsoft PowerBI. # Data Warehouse Design and Modeling following BI standards # ETL Development # Source To Target Mapping documentation

Internship - Data Science / NLP

Université Saad Dahlab de Blida

sept. 2018 - juil. 2019

11 mois

Kouba, Algérie

Le stage consiste à développer un outil qui permet d'extraire l'information à partir des événements publiés sur le net et les catégoriser par importance. J'ai utilisé les techniques de Machine Learning - NLP et j'ai mis en place une méthode "hybride" qui traite efficacement le problème. Environnement Technique : # Python # Classifier, SVM, Decision Tree, K-Means # Unitex

Internship - Business Intelligence

Université Saad Dahlab de Blida

janv. 2017 - juil. 2017

7 mois

Blida, Algérie

Le stage consiste à faire la conception et le développement d'un entrepôt des données pour la gestion d'une bibliothèque. Les étapes qui ont été mise en place sont les suivantes : # Analyse et étude des besoins # Conception du modèle dimensionnel # Développement d'un ETL pour faire l'extraction, la transformation et le chargement de la donnée: - Contrôle d'intégrité - Data cleansing - Calcul des élément dérivé - Gérer l'historisation des données- SCD Type 2 - Aggregations des données - Chargement des dimensions et de la table fait # Développement d'un tableau de bord Technical environment : # Microsoft SQL Server 2012 # Microsoft SQL Server Management Studio # Microsoft Power BI # SQL, TSQL


Formation

Université Saad Dahlab de Blida

Master 2

2013 - 2019

6 ans 1 mois

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