Maritime AI Core // Detecting IUU fishing and predicting vessel anomalies via LSTM neural networks and tactical geospatial mapping.
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Updated
Apr 3, 2026 - Python
Maritime AI Core // Detecting IUU fishing and predicting vessel anomalies via LSTM neural networks and tactical geospatial mapping.
🏆 6th of 64 at Claude Hackathon, Imperial College London. AI-powered maritime surveillance fusing satellite AIS tracking, sanctions lists, RFMO registries and MPA boundaries into a 7-signal risk score, with Claude generating real-time intelligence briefs on illegal fishing vessels.
Maritime OSINT dashboard tracking industrial krill, whaling and IUU fishing fleets. CCAMLR transhipment scoring (CM 10-04/06/07/09), AIS gap detection, OpenSanctions hits, Global Fishing Watch encounters. Next.js + FastAPI + DuckDB.
Visualises reported fishing catch globally over the last 70 years, as well as estimates of illegal fishing and discarded fish.
Windward is a Maritime AI company headquartered in London and Washington D.C. delivering mission-grade, multi-source maritime intelligence for defense agencies, law enforcement, customs, energy and commodity traders, marine insurers, shippers, and financial institutions. Founded by CEO Ami Daniel, Windward fuses AIS data, remote sensing (EO, SAR,…
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