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Farah mhedhbi

@farahmhedhbi

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I am a data scientist focused on cybersecurity, intrusion detection and scalable analytics.

Tunisia

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What I'm looking for

I seek a role applying data science and cybersecurity to build scalable intrusion-detection and real-time analytics systems in collaborative, innovation-driven teams with growth and mentorship opportunities.

I am a Master’s graduate in Data Science, Cybersecurity, and IoT with hands-on experience building scalable intrusion-detection and analytics systems. I specialize in applying machine learning and advanced analytics to malware and anomaly detection.

During a research internship at Sup'Com Laboratory I developed a hybrid IDS combining graph-directed analytics and image-based malware modeling, using Node2Vec, GraphSAGE, GNNs, CNNs and ViT to detect sophisticated threats.

I designed and implemented big-data pipelines with Apache Kafka, Spark and Hadoop for real-time ingestion, normalization and monitoring, and I built Spark Streaming detection pipelines to continuously analyze graph structures and image features.

I also have practical software and web development experience from industry internships, strong scientific writing and presentation skills, and a collaborative approach to solving security and data-driven system challenges.

Experience

Work history, roles, and key accomplishments

Research Intern

Sup'Com Laboratory

Mar 2025 - Aug 2025 (5 months)

Developed a scalable hybrid intrusion detection system combining graph-based analytics and image-based malware classification and built a Kafka/Spark/Hadoop pipeline for real-time ingestion and processing of large-scale network logs. Implemented GNNs and CNN/ViT models to detect anomalies across connected entities.

GraphSAGE CNN Apache Kafka Apache Spark Hadoop Anomaly Detection

Management Application Intern

Devwise

Feb 2023 - May 2023 (3 months)

Designed and developed a management web application for a construction company, gathering functional and non-functional requirements and modeling system architecture with UML. Implemented tailored user interfaces and delivered a solution to support project planning and client follow-up.

HTML CSS JavaScript Angular UML UI Design SQL Git

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Web Application Intern

L-Mobile

Jun 2022 - Aug 2022 (2 months)

Developed a web-based application to support sales and rental of technological equipment, conducting requirements analysis and creating UML diagrams (use case, sequence, class). Implemented user-friendly interfaces to ensure accessibility of information for clients and internal users while meeting project deadlines.