Open to opportunities

SOUNDOS BENNI

@soundosbenni

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Software engineer who builds secure, scalable systems and applies machine learning to predictive security intelligence.

Algeria

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What I'm looking for

I’m looking for a software engineering role where I can build reliable systems and apply applied machine learning to security and predictive modeling, using modern frameworks in a collaborative environment.

I’m an enthusiastic software engineer with a strong interest in artificial intelligence and software systems. I combine software development and applied machine learning with research experience in predictive modeling, especially for identifying security-related weaknesses in software architectures.

In my final-year work, I developed a predictive model in collaboration with IRISA (France) to detect security-related weaknesses in microservice software architectures. I built datasets, trained supervised models using Decision Trees, SVM, and Random Forest, and applied feature engineering on architectural structural metrics.

I also bring practical product-building experience as a full-stack and mobile developer. I developed a marketplace web application with Django REST and React, built a parking management system in Kotlin with Node.js RESTful APIs and notifications, and contributed to an internal training and evaluation platform using Django, HTML, CSS, and JavaScript—always with an emphasis on quality, testing, and teamwork.

Experience

Work history, roles, and key accomplishments

Research Engineer

Irisa

Feb 2025 - Jul 2025 (5 months)

Built datasets and trained predictive models to identify architectural security weaknesses in microservice software using structural metrics. Applied supervised learning (Decision Trees, SVM, Random Forest) and feature engineering on architectural data.

Software Architecture predictive modeling Decision Trees SVM Random Forest scikit learn Machine Learning

Full-Stack Developer

Sonelgaz

Aug 2023 - Sep 2023 (1 month)

Contributed to the design and development of an internal training and evaluation platform using Django and front-end web technologies.

Django HTML CSS JavaScript Web Application Development Git Linux

Education

Degrees, certifications, and relevant coursework

ESI Algiers (Higher National School of Computer Science)

State Engineer in Computer Science, Computer Science (Systems & Software Engineering)

2020 - 2025

Activities and societies: Option: Systems and Software Engineering. Coursework included Software Architecture, Software Quality & Testing, High-Performance Computing, Secure Software Engineering, Machine Learning, Data Analysis, Databases, Agile Methods, and Compilation.

State Engineer in Computer Science (Systems and Software Engineering) at ESI Algiers. Final year project developed a predictive model to detect security-related weaknesses in microservice software architectures in collaboration with IRISA (France).