FutureProof
Your kid gets 15 minutes with a counselor. The brochure shows the dining hall.
A US high school counselor is responsible for an average of 400 students — 60% over the 250 the profession recommends — with about 15 minutes of one-on-one time per student per year. Wealthy families hire $400-an-hour private consultants. Everyone else gets a slick brochure that shows the lazy river and skips the salary data, the debt math, and which jobs AI is about to eat.
FutureProof is an RPG-style career planning tool that turns nine federal datasets into a five-stat pentagon and five boss fights — earnings, debt, AI resilience, growth, and brand. Powered by Gemma 4 via Ollama, so a Title I school with a $600 Mac Mini gets the same analysis a private school buys at $400 an hour. No token cost, no student data leaving the building.
Open source. Submitted to Google's Gemma 4 Good Hackathon.
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