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manar User

@manaruser3

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AI and computer vision intern at Société Générale Algérie who co-developed an offline OCR fraud detection system.

Algeria

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What I'm looking for

I'm interested in developing practical, data-driven technologies that address real-world challenges.

At Société Générale Algérie, I co-developed an offline, privacy-compliant OCR fraud detection system that processed identity cards, passports, and payroll slips entirely on CPU. I integrated OCR confidence analysis, image forensics, and cross-document verification, and contributed to an explainable fraud risk score.

For my Intelligent Greenhouse Monitoring System graduation project, I developed a computer vision and IoT-based system for early plant disease detection and precision irrigation. I applied and trained models including YOLOv8s, ConvNeXt-Small, XGBoost, and EfficientNet-B0, and built a real-time dashboard with disease alerts and irrigation recommendations.

I'm currently pursuing a Master’s degree in Data Engineering and Web Technologies. At Djezzy, I contributed to customer churn prediction through data preprocessing, model evaluation, and classification algorithm comparisons; at NCS – Numidia Computer Society, I lead website development for student events.

Experience

Work history, roles, and key accomplishments

Current

Development Lead

Current

NCS – Numidia Computer Society

Oct 2025 - Present (1 year)

Led and coordinated website development for student events, collaborating with the Design Department and other club teams. Contributed to the successful organization of multiple student events.

Web Development Project Coordination Teamwork HTML CSS JavaScript

Current

Club Organizer

Current

NCS – Numidia Computer Society

Oct 2024 - Present (2 years)

Participated in the organization and preparation of student events, assisted with logistics, and supported the Media team in creating social media content and promotions.

Event Organization Logistics Social Media Teamwork

AI / Computer Vision Intern

Société Générale Algérie

May 2026 - Jun 2026 (1 month)

Co-developed an offline, privacy-compliant OCR fraud detection system for identity documents and payroll slips. Integrated OCR confidence analysis, image forensics, and cross-document verification to generate explainable fraud risk scores.

OCR Computer Vision Fraud Detection Image Forensics Python Machine Learning

AI & Data Intern

Djezzy

Jul 2025 - Aug 2025 (1 month)

Contributed to customer churn prediction using machine learning techniques. Performed data preprocessing, model evaluation, and compared classification algorithms.

Machine Learning data preprocessing Model Evaluation Classification Python

Education

Degrees, certifications, and relevant coursework

Higher Institute of Technology

Master's Degree, Data Engineering and Web Technologies

2026 -

Currently pursuing a Master's degree in Data Engineering and Web Technologies, with expected completion in the future.

Numidia Institute of Technology

Bachelor's Degree, Computer Science

2023 - 2026

Pursued a Bachelor's degree in Computer Science with a focus on Artificial Intelligence, covering machine learning, computer vision, and software development.