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Layal Saadeddine

@layalsaadeddine

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Entry-level Data Analyst and Data Science graduate focused on risk analysis, dashboards, and ML-driven insights.

Lebanon

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What I'm looking for

I’m seeking an innovative, data-driven environment where I can keep learning and collaborating. I want to build pipelines, dashboards, and ML-powered insights, and contribute to impactful projects in a dynamic team.

I’m a passionate Data Analyst and Master 2 graduate in Data Science for Risk Analysis, driven by turning complex data into clear, actionable outcomes. I enjoy building reliable data pipelines, strengthening architectures, and supporting data-driven decisions through dashboards.

In my current role as a Data Analyst, I develop and maintain data pipelines and architectures, design internal and business intelligence dashboards, and run statistical analyses using machine learning techniques to derive insights from complex datasets. I also design robust APIs using Python to support applications.

My background also includes research in cybersecurity, where I built an AI-powered intrusion detection system using graph neural networks to identify threats in network traffic. I complement this with continuous learning through full-stack data training (Python, Power BI, SQL, data modeling, ETL, and data integration) and certifications including AWS Cloud Practitioner.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst

Current

Kamkalima

Jun 2025 - Present (1 year 2 months)

Develop and maintain data pipelines and architectures. Design BI dashboards, perform statistical analyses and machine learning for insights, and build Python APIs to support applications.

Data Pipelines Data Architecture Statistical Analysis Machine Learning Python API Development

Research Cybersecurity Intern

CESI École D’Ingénieurs

Apr 2025 - Oct 2025 (6 months)

Built an AI-powered intrusion detection system using graph neural networks to identify cybersecurity threats in network traffic. Researched network security analysis and implemented neural networks and GraphSAGE to classify malicious activities for real-time threat detection.

Intrusion Detection GraphSAGE Neural Networks Network Security Threat Detection

Math and Sciences Teacher

Batloun Chouf

Mar 2016 - Jun 2024 (8 years 3 months)

Instructed elementary students and delivered private sessions in Mathematics, Physics, Chemistry, and Biology.

Teaching Mathematics Physics Chemistry Biology

Data Entry

Lycée National Schools

May 2023 - Jan 2024 (8 months)

Worked with a team to manage and organize records and files. Checked accuracy and maintained confidentiality of information.

Records Management Data Entry Confidentiality

Education

Degrees, certifications, and relevant coursework

Lebanese University

Master of Science, Data Science for Risk Analysis

2024 - 2025

Master 2 in Data Science for Risk Analysis at Lebanese University, focused on applying data science to risk analysis use cases.

SE Factory

Full Stack Data Program, Full Stack Data

2024 - 2024

Completed an intensive Full Stack Data program covering Python, Power BI, databases, SQL, data modeling, data warehousing, and ETL/data integration, including final project implementation.

Lebanese University

Master of Science, Computer Science

2023 - 2024

Master 1 in Computer Science at Lebanese University, covering core topics in computer science and related analytical methods.

Lebanese University

Bachelor of Science, Computer Science

2020 - 2023

Bachelor of Science in Computer Science at Lebanese University, building foundational skills in computer science and data-focused technical areas.

Esri Lebanon

ArcGIS Pro: Essential Workflows, GIS / Spatial Data

2023 -

Completed ArcGIS Pro: Essential Workflows, focused on spatial data visualization and analysis, GIS data management, and map creation/editing workflows.