Summary
Overview
Work History
Education
Skills
Certification
Publications
Languages
Timeline
Generic
Faten EL OUTA

Faten EL OUTA

Vaucresson

Summary

As a highly skilled and passionate data analyst/data scientist/data storyteller, I am eager to secure a challenging and rewarding position that will allow me to leverage my expertise in research, data storytelling, data analysis, data visualization, reporting and programming to deliver data-driven insights and solutions.

Overview

7
7
years of professional experience
1
1
Certification

Work History

Postdoctoral Researcher

BRGM
Orleans
01.2024 - Current
  • Dashboard design. Crafted customizable dashboard templates and data stories tailored to specific user requirements and audience preferences, ensuring flexibility, adaptability, and enhanced data-driven decision-making and communication across projects.
  • Data storytelling for digital twins. Applied data storytelling techniques in the context of digital twins, transforming complex material data into clear narratives that enhance environmental modeling and simulation.
  • Process and Workflow Modeling for Digital Twins. Designed and modeled end-to-end processes and workflows for digital twin systems, streamlining the flow from data collection and integration to real-time visualization.
  • JUNON workshop: Managed the coordination of a JUNON workshop emphasizing digital twin execution, including data exploration all through visualization with valuable participation from industry specialists.

ATER

University of Tours
Blois
09.2022 - 08.2023
  • Curriculum Design. Proficient in designing and organizing courses and labs in various subjects, such as Big Data and Cloud Computing, Object-Oriented Programming, Databases, Web Development, and Digital Competence.
  • Instructional Delivery. Skilled in delivering engaging and effective lectures, presentations, and hands-on activities to facilitate student learning.
  • Mentoring and Project Management. Managed multiple concurrent projects by defining project objectives along with guiding student teams towards timeline adherence to successfully complete collaborative projects.

PhD

University of Tours
Blois
11.2019 - 08.2023
  • Project and Research Management. Managed project timelines, research tasks, and calendars, ensuring smooth execution of research projects. Coordinated the development of forms and questionnaires to implement effective research techniques and keep projects on schedule.
  • Data Collection and partners. Interacted with external partners to gather data for use in internal and external documents, fostering collaboration and data acquisition.
  • Data storytelling. Conducted data analysis to identify trends and patterns, designing models, algorithms, and visualizations to distill insights from large datasets, while effectively communicating findings through reports, presentations, and visual storytelling using tools like Tableau, Power BI, and Python.

Internship Student

Telecom SudParis University
Evry
03.2018 - 08.2018

Mobility Simulation for Cloud/Fog in Hybrid Environment. Extending the iFogSim simulator tool to support device mobility.

Education

Ph.D. - Data Storytelling, Computer Science

University of Tours
Blois, France
10.2023

Master’s Degree - Computer Science & Risk Management

Lebanese University
Lebanon
01-2018

Bachelor Degree - Computer science

Lebanese University
Beyrouth, Lebanon
01-2016

Skills

  • Data Storytelling & Dashboard design Expertise in crafting engaging data narratives and implementing dashboards using tools like Power BI, QlikView, and looker studio
  • Programming & Visualization Libraries Proficient in Python (Matplotlib, Seaborn, Plotly, Scikit-learn), Java, JavaScript, HTML, CSS, and PHP for building static and interactive data visualizations and web applications
  • Machine Learning & NLP Skilled in implementing machine learning models (classification, clustering) and natural language processing (topic modeling, keyword extraction) using Python (Scikit-learn, TensorFlow)
  • Databases & Big Data Proficient in MySQL, Postgres, Oracle, and big data technologies like Hadoop, MapReduce, and Spark for managing and processing large datasets
  • Critical Thinking & Problem-Solving Strong analytical skills, with experience in deriving insights from complex datasets to inform business decisions and provide strategic recommendations
  • Project Leadership & Mentorship: Led and mentored teams in data storytelling and dashboard development

Certification

PowerBI Data Analyst (IB-Cegos)

Build Dashboards in Power BI (Coursera)

Data Analysis with Python (IBM)

Create Interactive Dashboards with Streamlit and Python (Coursera)

PhD and entrepreneur : entrepreneurship awareness (Doctoral school)

Publications

  • ‘Towards a conceptual model for data narratives’. ER, Vienna, 2020
  • ‘Supporting the generation of data narratives’. ER, Vienna, 2020
  • ‘Data narrative crafting via a comprehensive and well-founded process’. ADBIS, Turin, 2022
  • ‘A data narrative about tuberculosis pandemic in Gabon’. EDBT/ICD, Edinburgh, 2022
  • ‘Generating Personalized Data Narrations from EDA Notebooks’. DOLAP, Edinburgh, 2022

Languages

Arabic
First Language
English
Upper Intermediate
B2
French
Upper Intermediate
B2

Timeline

Postdoctoral Researcher

BRGM
01.2024 - Current

ATER

University of Tours
09.2022 - 08.2023

PhD

University of Tours
11.2019 - 08.2023

Internship Student

Telecom SudParis University
03.2018 - 08.2018

Ph.D. - Data Storytelling, Computer Science

University of Tours

Master’s Degree - Computer Science & Risk Management

Lebanese University

Bachelor Degree - Computer science

Lebanese University
Faten EL OUTA