CV
Contact Information
| Name | Marta Moscati |
| ma.moscati@gmail.com | |
| Website | https://mmosc.github.io |
Experience
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2025 - present Applied Scientist (L5)
Albatross AI
- Developing effective recommender systems for Albatross AI’s customers
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2021 - present PhD Researcher
Johannes Kepler University Linz, Austria
- Multimodal representation learning for recommender systems
- Cold-start recommendation scenarios
- Music information retrieval and emotion-based music recommendation
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2024 - 2024 Research Intern
Deezer Research Team, Paris, France
- User modelling from large-scale music streaming data
- Analysis of user behavior patterns in music consumption
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2020 - 2021 Maths and Physics High-School Teacher
ESK Karlsruhe, Germany
- Teaching mathematics and physics to high-school students
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2019 - 2020 Postdoctoral Researcher
Karlsruhe Institute of Technology (KIT), Germany
- Research in theoretical particle physics
- Focus on lepton flavor universality and beyond Standard Model physics
Education
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2021 - present PhD
Johannes Kepler University Linz, Austria
Computer Science
- Research on multimodal learning and recommender systems
- Supervising students
- Contributing to the scientific community as chair (publicity, proceedings), program committee, and reviewer
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2016 - 2019 PhD
Karlsruhe Institute of Technology (KIT), Germany
Theoretical Particle Physics
- Research on new physics models and lepton flavor universality violation
research_interests
- Multimodal Learning: cross-modal representation learning, audio-visual learning (face-voice association), handling missing modalities in multimodal systems
- Recommender Systems: cold-start recommendation, music recommendation, sequential recommendation
- Music Information Retrieval: music emotion recognition, multi-modal music retrieval (audio, lyrics, video), music discovery patterns and user behavior
skills
Programming Languages: Python, PyTorch, TensorFlow
Machine Learning: Deep Learning, Multimodal Learning, Recommender Systems, Graph Neural Networks, Computer Vision
Research: Scientific Writing, Data Analysis, Peer Review, Project Leading
Languages: Italian (native), English (C2), German (C1), French (B2), Chinese Mandarin (A1)
other_interests
Passions: Music, Books, Mathematics, Science
Activities: Sports, Language learning