Stories of data, design, and shipped software
A curated collection of experiments, production launches, and human-centred tooling. Each project pairs analytical rigour with narrative clarity, mirroring the experience of working together.

Air Quality Prediction
Forecasting pollution events with ensemble models, real-time pipelines, and actionable dashboards for municipalities.

Interactive Map Visualisation
A real-time mapping experience for EV infrastructure with custom filters, socket updates, and mobile-first UX.

Music-to-Heartbeat
Personalised sonic coaching: synchronising Spotify playlists with biometric signals for training and recovery.

Barbershop Booking OS
A calm scheduling surface with automated reminders, payment integrations, and staff analytics for boutique salons.

Activity Companion
Employee wellbeing platform blending challenges, nudges, and analytics to lower sick leave.

ML & NLP Experiments
A suite of experiments spanning risk scoring, mobility clustering, and text intelligence for large datasets.

Airbnb Oslo Analytics
Geospatial modelling and narrative dashboards revealing pricing opportunities across Oslo’s rental market.

Equinor vs Ørsted Financial Outlook
Comparative energy-sector analysis blending 10+ years of financials, ESG signals, and forecasts across Equinor and Ørsted.

Sporveien Sick Leave Cost Analysis
Scenario engine that models direct sick-leave costs for Sporveien and quantifies savings from incremental improvements.

Avinor Airport Concurrency Prediction
Multi-airport traffic prediction system using baselines and boosted classifiers to forecast AFIS controller workload concurrency.