Projects
Applied AI Research & Interdisciplinary Collaborations.
Neural Audio Synthesis and Latent Space Control Project
A research study utilizing RAVE models for live interactive electronics, investigating multi-modal control via MIDI controllers, NGIMU sensors using OSC protocol, and audio inputs through a custom MAX/MSP patch deployed in two performances.
Technical Feasibility Report - Office Furniture Detection Systems
A due diligence assessment evaluating model architectures, dataset availability, deployment constraints, and ROI timelines for AI-powered office furniture detection on mobile devices.
SONITRA
A controlled benchmarking toolkit for automatic music transcription that systematically varies acoustic factors to separate algorithmic limitations from recording artefacts.
SCOPE (Situated Creative Operation and Process Evaluation)
An evaluation framework for assessing generative AI tools in creative practice by examining situated observation of production workflows rather than just final outputs, developed through my PhD research and validated with professional music producers at UiT, UiO, and NTNU faculties.
Latent Expressions
An interdisciplinary collaboration merging AI research with artistic vision, using StyleGAN-generated faces to address human rights and political identity.
Smart Charge
An Interreg-funded collaboration applying advanced predictive modeling techniques to real-world energy management challenges in Arctic environments, integrating electric mobility with smart home technology.