Inspiration
DoD has been actively researching solutions to track warfighter readiness through COTS wearables, and have released public records explaining their rationale and why it's important.
What it does
Takes open source OURA ring data and allows users to gather insights on individual and collective warfighter readiness from that data. Data from wearable devices can be plugged in to the same engine.
How we built it
Anomaly detection and statistical methods from scratch + LLMs and RAG referencing PubMed.
Challenges we ran into
Finding open source OURA ring datasets. Had to generate synthetic data based off of limited available information.
Accomplishments that we're proud of
Most proud of the interface to display this data in a clear and meaningful way.
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