A full-stack bachelor project for Vizrt that centralized access to internal web apps. The system combined a reusable Vue launcher component, an Express API, PostgreSQL-backed configuration, and an admin dashboard shaped through user evaluation and Scrumban delivery.
Computer vision bike fitting with pose estimation and joint angle analysis.

A machine learning project for analyzing bike fit from video and pose data. The work explored TensorFlow/Keras pose estimation, COCO and MPII datasets, heatmap-based model experiments, and a web app for practical joint angle analysis.
A React Native and Expo app for scanning QR codes and barcodes, organizing them into lists, and keeping scan history manageable. The product focuses on practical data management, privacy-conscious handling, and a fast mobile workflow.
A mobile app for capturing recipes from Instagram and general web links, turning scattered cooking inspiration into something easier to save, revisit, and use. The project emphasizes clean UX, content extraction, local-first storage, and practical AI-assisted recipe formatting.
A full-stack bachelor project for Vizrt that centralized access to internal web apps. The system combined a reusable Vue launcher component, an Express API, PostgreSQL-backed configuration, and an admin dashboard shaped through user evaluation and Scrumban delivery.
A client-side browser extension that turns selected webpage values into scannable QR codes and barcodes. It remembers domain-specific selectors and uses isolated overlay rendering to avoid interfering with host pages.
NTNU EiT course project for safer speed recommendations in Nordic winter conditions.

An Experts in Teamwork (EiT) course project at NTNU for safer speed recommendations under Nordic winter conditions. The project combined PyTorch-based machine learning, sensor fusion, weather data, and road condition context, and later won Best Societal Impact at the EiT Innovation Awards 2026.
ESP32 HTTP gateway for securely waking a desktop PC remotely.

A small infrastructure project for remotely starting a PC through an ESP32 Wake-on-LAN gateway with a token-protected endpoint, health endpoint, and static IP support.
The brand hub for BySaether projects and products. It connects apps, extensions, support flows, and contact paths in a lightweight static site designed for reliability and clear navigation.
A modern portfolio built with Next.js, TypeScript, Tailwind CSS, MDX, and motion. It serves as a professional hub for projects, experience, achievements, and contact paths.