Renad Samir
Software Developer | AI & Machine Learning
كفاءة
Dohaعضو منذ ٢٧ أكتوبر ٢٠٢٦
PythonNumPyNLTKTF-IDFRAGChromaDBBM25MiniLM embeddingsOllamaQwen2.5Gemini APIFastAPIFlutterFirebase AuthenticationCloud FirestoreGoogle Maps API
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PythonNumPyNLTKTF-IDFRAG
نبذة
Software developer with a B.Sc. in Computer Science and Artificial Intelligence and hands-on experience building machine learning APIs, document-grounded RAG systems, and Flutter mobile applications. Former AI Teaching Assistant supporting 200+ students, with practical experience in Python, data analysis, and end-to-end application development.
الخبرة
Teaching Assistant, AI Department at Pharos University (2025-10 – 2026-10)
- Prepared and delivered programming labs, assignments, and assessments in Image Processing, Deep Learning, NLP, and Knowledge Representation; supported 200+ students through exercises and projects.
Programming Tutor (2023 – Present)
- Provide individual tutoring to beginners and university students in Python, Image Processing, and Neural Networks, with practical exercises and personalized feedback.
Machine Learning Intern at ZATECH (2024-07 – 2024-10)
- Implemented and evaluated CNN image classification (MNIST) and Naive Bayes classification (Iris) examples; developed a NumPy-based Q-learning exercise and authored technical reports.
التعليم
B.Sc. in Computer Science & Artificial Intelligence – Pharos University in Alexandria (2021 – 2025)
المهارات
Software DeveloperAI & Machine Learning