Adrien Lefevre

Research engineer in machine learning.

Download CV in English · PDF ↓

The downloadable PDF covers my background through 2024. This page also lists my current research and subsequent publications.

Current appointment

Research engineer · EPFL, VITA Laboratory

Machine learning for audio restoration, including generative modelling and evaluation. Work on OpenRestor, a reproducible benchmark for musical audio restoration.

Education

Master’s degree and Master of Science · ESILV

Specialisation in Creative Technology at the De Vinci Innovation Center / Institute for Future Technologies.

Selected coursework: artificial intelligence, computer graphics, digital fabrication, media and digital technologies, and data visualisation.

Master’s thesis: gamified interfaces for learning and performance ↗

First year of engineering school · ESILV

Exchange program at Hanyang University, South Korea. Key courses: Computer Graphics, System Software, Programming Language, OOP & Java.

Integrated preparatory classes · ESILV

Algorithms, object-oriented programming, Mechatronics, Mathematics, Mechanics, Machine Design, C#, Arduino, Python and Soft Skills.

Scientific Baccalaureate · Lycée Gerson

Graduated with “Very Good” honours.

Experience

Research

Visiting Research Assistant · MIT Media Lab, Boston, Massachusetts.

Research Assistant in Haptics · Human Computer Interaction Lab, Universität des Saarlandes, Saarbrücken, Germany.

Research and engineering projects

Development of augmented-reality interfaces, computer-vision applications, musical interfaces and electronic prototypes.

  • Accenture · AI / creative developer internship (6 months).
  • Bouygues Telecom · Augmented-reality project and voice-server testing internship (4 months).

Robotics and design

Mitsubishi RH6SDH robot programming and soft prehension system.

Oracom · Marketing Manager and Graphic Designer internship.

Selected publications

ReMirrorFugue: Examining the Emotional Experience of Presence and (Illusory) Communications Across Time

Xiao Xiao, Hayoun Noh, Adrien Lefevre, Lucy Li, Holly McKee, Alaa Algargoosh and Hiroshi Ishii.

Study and publication ↗

The Interactive Musical Score: An Electronic Score To Hear The Notes From A Paper Score

Adrien Lefevre, Xiao Xiao and Clément Duhart.

Project and publication ↗

Technical skills

  • Machine learning: PyTorch, TensorFlow.
  • Programming: Python, JavaScript, Java, C#, R; React and Git.
  • Modelling, electronics and prototyping: SolidWorks, Altium, Prusa, Cables.gl, Figma.
  • Scientific writing and documentation: LaTeX, Markdown.
  • Media production: Adobe Premiere Pro, After Effects, InDesign, Photoshop.

Languages & international experience

English: fluent. German: B1, following eight years of study.

International study and work experience includes Houston (2015), Seoul (2021), Saarbrücken (2023–2024) and Boston (2024).

Interests

  • Photo editing, video creation and editing, VFX, music.
  • Generative AI, programming, design, video games.
  • Kayak, karate, taekwondo, table tennis, bouldering.
  • Piano, music theory and singing at the Conservatory and Music School of Boulogne-Billancourt.

Contact

adrien.lefevre@epfl.ch
lefevre.adrien8@gmail.com

GitHub ↗ · LinkedIn ↗

Full driving licence.