Thameur Resume

• Developed a medical conversational agent based on LLMs and RAG (Retrieval-Augmented Generation).
• Designed and optimized supervised classification models for pathology detection.
• Implemented a comprehensive medical platform using Django and microservices architecture.
• Created an ETL pipeline integrating OCR, data cleaning, normalization, and structuring of medical data.

• Developed a Flutter-based mobile application with a user-friendly interface.
• Created an AI recommendation system leveraging user data to provide personalized suggestions.
• Implemented machine learning algorithms to enhance user engagement.
• Collaborated with backend teams to optimize API performance and data management.

• Création d’un pipeline : extraction, nettoyage, visualisation des données.

• Classification de tickets clients avec RNN (LSTM, GRU) et BERT.

• Implémentation d’un OCR avec CRNN et EAST.

• Développement d’agents RAG avancés pour la génération de réponses.

• Oversaw network and streaming configuration for the Ministry of Youth and Sports of Algeria.
• Managed score and results tracking.

• Développement d’un classifieur de spams par machine learning : extraction de features depuis contenu et métadonnées d’e‑mails (mots‑
• clés, fréquence, longueur, expéditeur), entraînement et comparaison de modèles supervisés et réseaux neuronaux

-During my internship at Injaz El Djazair, I gained valuable skills in entrepreneurship and business management. I acquired foundational knowledge essential for establishing and managing a startup. This experience allowed me to apply these skills in practice by co-founding the startup Wink.

• Completed an end-of-studies internship at the USTHB laboratory, focusing on the design and development of a facial detection and recognition system for masked faces.

• Utilized Deep Learning techniques, including Convolutional Neural Networks (CNN) and the Multi-task Cascaded Convolutional Networks (MTCNN) model.

• Gained hands-on experience in computer vision and deep learning, developing essential skills through a challenging research project.

• Program: Réalité Virtuelle et Systèmes Intelligents.
• Focus: Virtual reality, intelligent systems, human–computer interaction, and immersive computing.

• Minor Specialty: Visual Computing
• Graduate-level Courses: Advanced Algorithms and Complexity, Problem Solving, Database Architecture, Operating Systems, Artificial Vision, Data Mining, Machine Learning, Networks, Code Generation and Optimization, Mobile Systems, Knowledge Representation and Reasoning, Game Theory, Image Synthesis, Data Visualization, Project Management.
• B.S.-level Courses: Software Engineering, Principles of Programming Languages, Assembly Language and System Programming, Digital Design, Numerical Analysis.
• TA: Image Processing and Analysis, Multimedia Communication, Neural Networks and Machine Learning, Network Programming, Game Design and Virtual Reality, Mobile Operating Systems, Creative Workshop.
• Thesis Theme: Developed a Comprehensive Customer Support System, Classifying Tickets Using ML and DL Techniques.

• Degree: Bachelor's in Computer Science
• Modules Offered: Algorithms and Data Structures, Databases, Probability and Statistics, Python Programming, Object-Oriented Programming, Graph Theory, Information Systems, Full-Stack Web Development, Networks.
• Thesis Theme: Design and Development of a Facial Detection and Recognition System with Mask Utilization Using Deep Learning.
• University: Houari Boumediene University of Science and Technology.
• TA: Algorithms and Data Structures, Python Programming, Object-Oriented Programming, Full-Stack Web Development, Networks.

• Elected as Secretary General, tasked with overseeing and coordinating the activities of the scientific club.
• Coordinated events and initiatives related to science and technology at the university.
• Director of the OMCAST department, overseeing the planning and execution of scientific events and activities.
• Built numerous open-source projects and contributed to the community.
• Provided training for club members.

• The Global Possibilities Pitch Award by Fedex
• The Value Creation Excellence Award by Investcorp
• The Sustainability Award by Nestle

• The best company award in algeria

• the secound place in the hackathon with project OPENFIRE