SELECTEDWORK.

Road infrastructure degrades silently. Traditional manual inspections are expensive, infrequent, and subjective. Cities and fleet operators needed an automated, scalable solution.

We developed a proprietary computer vision pipeline running on edge devices. Cameras capture road surfaces during normal driving; on-device ML models classify defect types and severity in real time, syncing results to a cloud dashboard.

• Automated detection of 12+ pavement defect categories
• Sub-second inference on edge hardware during live driving
• Cloud dashboard with geospatial mapping and severity scoring
• Pilot deployments with Swiss municipal partners

Industrial equipment failures cause costly downtime. Existing monitoring is either manual or relies on expensive proprietary systems that lock customers into vendor ecosystems.

We built an open sensor network using commodity hardware, a custom data pipeline for real-time ingestion, and predictive models trained on historical failure patterns. The system alerts operators before breakdowns occur.

• Multi-sensor fusion across vibration, thermal, and environmental data
• Predictive maintenance models with 90%+ early warning accuracy
• Real-time dashboards with configurable alert thresholds
• Deployed across multiple industrial facilities

The organization needed a modern web presence that could serve as both a public-facing brand and a functional tool for community engagement, event registration, and content distribution.

We ran user research with the founding team, designed a component-based design system, and built a performant Next.js site with CMS integration, event management, and responsive layouts.

• Complete brand identity and design system
• Event registration and community features
• CMS-powered content with SEO optimisation
• Mobile-first responsive design across all devices

The collective had a strong cultural identity but no cohesive digital presence. They needed a brand system that felt authentic to their mission while functioning as a modern promotional tool.

We developed a visual identity rooted in film grain textures and bold typographic contrasts, then built a lightweight website that showcases programming, ticketing, and community events.

• Full brand identity including logo, typography, and colour palette
• Responsive website with event calendar and ticketing integration
• Print-to-digital design consistency across all touchpoints
• Increased online engagement and event attendance