Scores stay explainable
Career and job-fit scores are deterministic. AI extracts structure from messy text, but it does not decide the ranking.
Find the career that fits you.
Then get unusually good at getting it.
PathFinder turns a student's resume, projects, assessments, and saved jobs into explainable fit scores, evidence-backed skill gaps, and a roadmap they can act on.
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Choose where to start
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Discover Your Path
Answer a short, structured questionnaire and get transparent, data-driven career matches.
- Weighted matching across 46 careers, from engineering to law to business
- Honest reality checks, not hype
- See salary, degree track, and competitiveness
Start discovering
Already know your target
Accelerate Your Path
Upload a resume or enter your background, and get a phase-by-phase roadmap to become a top candidate.
- Resume parsing with an editable review step
- Academic, portfolio, and interview phases
- Concrete milestones with real priorities
Build my roadmap
Not an LLM ranking engine
Structured AI at the edges. Deterministic decisions at the core.
The system separates uncertain extraction and feedback from the scoring, evidence, dependency, and scheduling logic a user should be able to inspect.
Claims require evidence
Assessments, resume entries, and GitHub signals contribute different confidence levels instead of collapsing into a skill keyword list.
Plans stay reproducible
Dependencies, priorities, effort, and target dates are scheduled by deterministic domain logic with a usable no-AI fallback.
How PathFinder works
1
Tell us where you're starting
A few minutes of questions about your interests, comfort with math and hands-on work, and what you actually want out of a career.
2
Get a transparent match or roadmap
A weighted, explainable match against real career data across fields, or a roadmap for the career you already have in mind.
3
Follow a phase-by-phase plan
Concrete academic priorities, portfolio projects, and interview preparation, sequenced so you know what to do next.