This is a submission for the
(Cloud preview mode — Gemma 4 26B MoE via Google AI Studio. A yellow banner indicates cloud mode.)
(The 3-minute pitch is embedded at the top of this post! Looking for a deeper dive? Check out the — Windows installer (75 MB, no admin required) or portable .zip
Code
A Gemma small language model tool to help sailors with medical, maintenance and other needs when they don't have reliable internet access in the middle of the ocean
Vessel Ops AI
"When a crew member is injured 200 miles offshore, there is no internet, no doctor
and no second opinion. This application is the second opinion."
An offline-first AI assistant for the Medical Person in Charge (MPIC) and Chief Engineer
on vessels operating in deep-water environments. Runs entirely on a laptop — no cloud, no connectivity
required at sea. Powered by Gemma 4 via Ollama.
Hackathon Context
Built for the Gemma 4 Good Hackathon (Kaggle × Google DeepMind, due May 18, 2026).
Prize targets:
Ollama Prize ($10k) — best project using Gemma 4 via Ollama
Global Resilience Prize ($10k) — offline disaster/emergency response
Health & Sciences Prize ($10k) — medical decision support
Cactus Prize ($10k) — local-first app with intelligent model routing
Deployment
Laptop (MacBook, Windows, Linux)
└── Ollama → gemma4:e2b (general / engine / maintenance / trivia)
+ nswitzer/gemma4-maritime-medical-GGUF (Unsloth fine-tune
used automatically for medical routes)Our medical advisor . Between those three perspectives — deep-water passages, self-reliant boat life, and software — Vessel Ops AI's design brief wrote itself.
Vessel Ops AI is open source under GPL-3.0. The WHO IMGS content is used under fair-use for safety-critical, non-commercial maritime applications.
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