Description

I am a passionate Data Engineer, dedicated to transforming raw data into insights and stories. I have a strong background in statistics, AI, machine learning, software engineering, and data engineering.

I have a great experience working with massive amounts of data, building data warehouses and data integration flows, setting up KPIs, and building real-time dashboards to get business value and useful insights from the data.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent
Arabic
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 50km)

PERITIS
ELK Consultant
December 2023 - October 2024 (10 months)
• Deployment and management of the ELK stack for log centralization and visualization.
• Configuration of Elasticsearch for data storage with optimized mappings, ILMs, Snapshots, and Data Streams.
• Setting up Logstash for data ingestion and transformation.
• Develop a grok patterns and enrich data with logstash.
• Creation of custom Kibana Dashboards for data monitoring and analysis.
• Migrate Splunk to ELK Stack.
• Deploy Machine Learning Jobs for SIEM Logs.
Elastic Stack (ELK) Logstash Splunk Ansible
ORANGE Business Services
ELK Consultant
September 2021 - December 2023 (2 years and 3 months)
Auchan, KD, Nigeria
• Assisted a team of INRIA researchers on the TousAntiCovid application by analyzing application logs using DSL queries and extracting metrics.
• Set up monitoring for the Chronodrive application for Auchan, including installation and configuration of Metricbeat, Winlogbeat, and Filebeat for server monitoring.
• Long-term mission for an insurance group:
◦ Management of shared clusters for various projects.
◦ Gathering requirements for new use cases.
◦ Configuration and management of parsing with Logstash, setting up mappings.
◦ Creation of visualizations and dashboards in Kibana.
• Industrialization of data processing with Spark scripts.
• Implementation of machine learning jobs for incident detection on ORANGE routers, creation of KPI dashboards in Kibana.
• Industrialization of the solution for automatic migration of Elastic components.
Elastic Stack (ELK) Windows
ORANGE
Data Analyst - ELK
February 2020 - September 2021 (1 year and 7 months)
• Data extraction using the ELK suite (Elasticsearch, Logstash, and Kibana).
• Creation of KPI dashboards in Kibana and Grafana for key IVR call metrics.
• Feeding Orange's Big Data with analyzed logs.
• Use of Principal Component Analysis (PCA), Pearson's correlation coefficient, and descriptive statistics in Python for service quality analysis.