About Daniel
Doctorant en informatique et chercheur en IA, spécialisé en machine learning, traitement du signal et data science.
En parallèle du monde académique, je pilote des projets appliqués en vision par ordinateur, analyse de données et recherche sur les réseaux sociaux, avec une solide expérience en Python, C/C++, SQL, React et en frameworks modernes de machine learning (PyTorch, Scikit-learn).
Orienté résultats, autonome et entrepreneurial, j’accompagne mes clients dans la transformation d’algorithmes avancés en solutions concrètes à fort impact opérationnel.
Hebrew
Native or bilingual
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- The Hebrew University of Jerusalem, School of Computer Science and EngineeringTeaching Assistant: Machine LearningNovember 2025 - Today (7 months)Teaching Assistant: Introduction to Machine LearningTeaching Assistant: Introduction to Machine Learning
- Jerusalem Municipality CollaborationAI-Driven Commercial Sign Detection SystemJanuary 2025 - September 2025 (8 months)○ Developed an AI-driven platform to detect changes in commercial signs across Jerusalem using computer vision, LLMs, and neural networks○ Processed and structured a dataset of 77,000+ labeled images (2020–2024) with metadata provided by the municipality○ Built CNN-based Siamese/ResNet models combined with GPT-Vision, achieving ∼90% accuracy○ Delivered a POC interface for inspectors and business owners to upload images and compare against historical data
- HUJI & BGU Universities CollaborationData Bank – Social Media Analytics PlatformJanuary 2024 - December 2024 (11 months)○ Led the development of a research-focused website to analyze social media during wartime○ Managed a team of two CS students and integrated data scraping from Telegram and Twitter○ Collaborated with Bright Data to enhance scraping quality and infrastructure○ Delivered a working platform for researchers studying social media dynamics in times ofconflict
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Education
- Ph.D. in Computer ScienceThe Hebrew University of Jerusalem, School of Computer Science and EngineeringPh.D. in Computer Science
- M.Sc. in Computer ScienceThe Hebrew University of Jerusalem, School of Computer Science and Engineering2025M.Sc. in Computer Science