Why operational weather tools should stay small
What I look for when building tools that combine model data, observations, and forecaster judgment.
Available for independent metocean desk-studies
I build forecasts, warning systems, and practical data tools for decisions that cannot wait.
Independent desk-study work for marine operations. Short scopes, clear deliverables.
Where relevant: ISO 19901-1, DNV guidance, OCIMF MEG4.
How desk-study work usually runs.
SAMPLE deliverable: BMKG wind 2020–2025 and HF-radar currents for a Merak berth/ferry window proxy.
Real-time weather warnings built from AWS data and forecaster input to help marine operators act before conditions turn dangerous.
Forecasts and advisories for marine activities, using satellite imagery, radar, weather models, and local observations.
Research on sandboxes, isolation edges, and escape paths.
Benchmark of statistical and deep learning methods for HF radar surface current forecasting in the Sunda Strait.
Industrial application. Built for a narrow tropical strait where surface currents drive berthing, towing, and subsea ops risk, not only forecast skill scores.
What I look for when building tools that combine model data, observations, and forecaster judgment.
How to turn changing conditions into a clear operational message for people working around a port.
How I turn BMKG Merak AWS hourly wind into a sample berth and ferry window note, and what that note cannot claim.
I work at the intersection of meteorology, data, and human decisions. My day job is operational: the forecast has to be accurate, timely, and understandable when conditions change fast.
My research on AI/ML models for sea surface current forecasting in the Sunda Strait is published in ASCMO. Outside the forecast desk, I build tools and write about the systems behind useful technical work.
The fastest way to reach me is email.