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souha Al jahmani

@souhaaljahmani

AI/ML Engineer and researcher at Universite Djillali Liabes, published COVID-19 detection research using X-ray and CT images.

Algeria

Message

What I'm looking for

I'm seeking an AI/ML Engineer, Machine Learning Engineer, Computer Vision Engineer, Applied AI Engineer, or AI Research role.

At Universite Djillali Liabes, I researched applied AI and developed and evaluated neural network models for medical image classification using X-ray and CT scan data. I compared CNN and MLP approaches for COVID-19 detection, and published and presented this research at IConTES 2023.

At Smallcap.ai and Play2earn.ai, I developed AI-powered dashboards and applications, connecting interactive frontends with AI functionality and backend services. In competitions, I’ve worked on satellite-image analysis, geospatial prediction, visual reasoning, and speech recognition, using feature engineering and model optimization.

Experience

Work history, roles, and key accomplishments

AI Researcher

Universite Djillali Liabes

Nov 2020 - Mar 2025 (4 years 4 months)

Conducted applied AI and machine learning research using Python, Jupyter, TensorFlow, PyTorch, Scikit-learn, and Flask. Developed and evaluated neural network models for medical image classification using X-ray and CT scan datasets.

Python Jupyter TensorFlow PyTorch scikit learn Flask CNN MLP Medical Imaging X Ray Interpretation CT Analysis Model Evaluation Research

Frontend Engineer / AI and Web3 Developer

Smallcap.ai

May 2024 - Feb 2025 (9 months)

Developed AI-powered dashboards and software applications using React.js, Next.js, Python, TensorFlow, PyTorch, and Tailwind CSS. Integrated AI APIs and machine learning functionality into interactive applications.

React Next.js Python TensorFlow PyTorch Tailwind AI APIs Machine Learning Frontend Development Agile Git GitHub

AI and Frontend Developer

Play2earn.ai

Jul 2023 - Oct 2024 (1 year 3 months)

Built AI-powered dashboards and interactive applications using Python, PyTorch, React.js, Django, and Node.js. Implemented deep learning functionality for real-time application use cases.

Python PyTorch React Django NodeJS Deep Learning Frontend Development Backend Integrations

Software Engineer

ALX Africa

Jul 2024 - Sep 2024 (2 months)

Completed intensive software engineering training focused on Python, Object-Oriented Programming, Data Structures, SQL, Databases, Git, GitHub, and Agile methodologies.

Python Object Oriented Programming Data Structures SQL Databases Git GitHub Agile

Education

Degrees, certifications, and relevant coursework

ALX Africa

Software Engineering Program, Software Engineering

2024 - 2024

Intensive software engineering training covering Python, object-oriented programming, data structures, SQL, databases, Git, GitHub, and Agile methodologies.

Universite Djillali Liabes

Master's Degree, Information Systems and Software Engineering

Master's degree in Information Systems and Software Engineering with a focus on Artificial Intelligence and Machine Learning. Thesis on automatic detection of COVID-19 cases from X-ray images using MLP neural networks.

Universite Djillali Liabes

Bachelor's Degree, Information Systems and Software Engineering

Bachelor's degree in Information Systems and Software Engineering. Thesis on development of a school management website using PHP, SQL, JavaScript, HTML/CSS and Bootstrap.