Available to hire
Hi, I’m Maria Bendouhou, a passionate web and artificial intelligence developer with a degree in Computer Systems and Software Engineering. I specialize in web development, data processing, and AI, with strong skills in designing technical solutions and integrating intelligent algorithms. I’m always eager to tackle new challenges in innovative environments.
With experience in projects like AI-based resume sorting and phishing detection using NLP and machine learning, I enjoy solving complex problems and learning new technologies. I’m motivated by technological innovation and love creating impactful, efficient systems.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Language
Arabic
Fluent
French
Advanced
English
Advanced
Work Experience
Internship at SOFICLEF (Boumerdes)
January 1, 2025 - December 31, 2025Analyzed HR functional requirements and cleaned and vectorized CVs using BERT and NLP techniques. Implemented FAISS index for fast retrieval and developed intelligent scoring and candidate ranking. Achieved a 60% reduction in processing time with over 1000 CVs analyzed in seconds and an 80% HR satisfaction rate. Utilized technologies such as Python, Transformers, FAISS, Pandas, Excel, Flask, and Tesseract OCR.
Internship at SOFICLEF (Boumerdes)
January 1, 2025 - December 31, 2025Worked on an Intelligent Resume Sorting System leveraging AI techniques. Analyzed HR functional requirements, cleaned and vectorized CVs using BERT and NLP methods. Implemented FAISS index for fast retrieval and developed intelligent scoring and candidate ranking. Achieved a 60% reduction in processing time, analyzed over 1000 CVs in seconds, and earned an 80% HR satisfaction rate. Utilized technologies such as Python, Transformers, FAISS, Pandas, Excel, Flask, and Tesseract OCR.
Internship at SOFICLEF (Boumerdes)
January 1, 2025 - December 31, 2025Worked on the Intelligent Resume Sorting System project by analyzing HR requirements, cleaning and vectorizing CVs using BERT and NLP techniques, and implementing FAISS index for fast retrieval. Developed intelligent scoring and candidate ranking which resulted in 60% reduction in processing time, analyzing over 1000 CVs in seconds, and achieving an 80% HR satisfaction rate.
Projet de Fin d’Études (Licence) at Université de Boumerdes
January 1, 2025 - December 31, 2025Led a project on phishing detection using NLP and machine learning. Analyzed content of suspicious emails, extracted features, and trained models including SVM and Random Forest. Utilized Python and scikit-learn libraries for implementation.
Stage Pratique at SOFICLEF
January 1, 2025 - December 31, 2025Developed an intelligent CV sorting system using AI. Responsibilities included analyzing HR functional needs, cleaning and vectorizing CVs with BERT and NLP techniques, implementing FAISS for fast searching, and scoring/categorizing candidates. Achieved a 60% reduction in processing time and analyzed over 1000 CVs quickly with an 80% HR satisfaction rate. Technologies used included Python, Transformers, FAISS, Pandas, Excel, Flask, and Tesseract OCR.
Projet de Fin d’Études (Licence) at Université de Boumerdes
January 1, 2025 - December 31, 2025Conducted a project focused on phishing detection using NLP and machine learning. Tasks involved analyzing suspicious email content, feature extraction, and training machine learning models such as SVM and Random Forest to classify phishing attempts. Utilized Python and scikit-learn for implementation.
Stage Pratique at SOFICLEF
January 1, 2025 - December 31, 2025Worked on the development of an intelligent automatic CV sorting system using AI technologies. Responsibilities included analyzing HR functional requirements, cleaning and vectorizing CVs using BERT and NLP techniques, implementing a FAISS index for fast search, and designing an intelligent scoring and ranking system for candidates. Achieved a 60% reduction in processing time, enabling analysis of over 1000 CVs in seconds with an 80% HR satisfaction rate. Technologies used included Python, Transformers, FAISS, Pandas, Excel, Flask, and Tesseract OCR.
Projet académique at Université de Boumerdes
January 1, 2024 - December 31, 2024Created a web management site for optional requests featuring authentication, submission, tracking, and admin/student dashboards. Technologies used were PHP (OOP), MySQL, and Bootstrap.
Développeuse Web (Projet académique) at Université de Boumerdes
January 1, 2024 - December 31, 2024Developed a web application for managing optional student requests. Implemented features including user authentication, request submission, tracking, and dashboards for both administrators and students. Utilized PHP (object-oriented programming), MySQL, and Bootstrap for the project.
Education
Licence Informatique at Université de Boumerdes
January 1, 2024 - December 31, 2025Licence at Université de Boumerdes
January 1, 2024 - December 31, 2025Bachelor's Degree at University of Boumerdes
January 1, 2024 - December 31, 2025Qualifications
Industry Experience
Software & Internet, Computers & Electronics, Professional Services, Education, Media & Entertainment
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
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