Aspira
AI-Powered 4-Year Roadmaps for High School Students - 300+ users
@aspiraroadmaps01 — PROBLEM
Students are overwhelmed by choices in school: which classes to take, what extracurriculars matter, and how to prepare for competitive college applications. Existing tools are generic, static, and non-personalized.
02 — PRODUCT & SOLUTION
Aspira uses AI to generate a custom academic and extracurricular roadmap based on quiz inputs about student interests, goals, and strengths. Each roadmap includes: - Class recommendations - Club and competition suggestions - Milestones across 4 years - A downloadable PDF report
03 — STATUS & LEARNINGS
Aspira is a successful startup that has helped thousands of students make informed decisions about their education. It has been featured in the news and has a growing community of users.
04 — TECH STACK & INFRASTRUCTURE
Model: Mistral-7B (open-source Meta model) via OpenRouter Input: Student interests, goals, and career preferences Output: AI-generated personalized roadmap with optional fallback rule-based logic Planned update: When a user marks a milestone as 'unsuccessful,' the AI re-generates an adjusted path.