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AI & Intelligent Systems

CareerPath-AI

Explainable career guidance product that turns transcripts and official course evidence into clear career-fit signals, strengths, gaps, and next steps.

Next.jsTypeScriptOpenAIExplainable AI
Evidence to direction — conceptual system illustration
Evidence to direction
How it works
Evidence to direction: Transcript review → Course evidence → Skill inference → Career guidance

Transcript review → Course evidence → Skill inference → Career guidance

Overview

CareerPath AI is a transcript-to-guidance experience built as a single secure Next.js application. It extracts and validates academic records, enriches courses with official university evidence where available, infers skills, and produces deterministic, explainable career-domain fit scores with a clear account of strengths, gaps, and next steps.

Highlights

  • Accepts PDF and image transcripts with server-side extraction and a human review step.
  • Enriches courses from official university catalogs or syllabus sources using deterministic ranking and fallbacks.
  • Combines transparent deterministic fit scoring with AI-generated narrative guidance.
  • Surfaces evidence links, strengths, gaps, and next-step suggestions for every recommendation.
  • Keeps OpenAI calls and orchestration server-side while leaving the V1 workflow session-local.