PathForge

The problem

Generic course lists ignore what someone already knows. Learners waste months on the wrong order of topics and drop off before reaching job-ready skills.

What we built

PathForge parses a resume or skill self-assessment, infers current level, then generates a dependency-ordered roadmap with checkpoints — regenerated as the learner progresses.

Key capabilities

• Resume parsing

  Extracts skills, projects and experience signals from uploads.

• Dependency ordering

  Topics sequenced so prerequisites always come first.

• Adaptive regeneration

  Roadmaps update as checkpoints are completed.

• Fast generation

  Streamed LLM pipeline returns a full roadmap in under 3 seconds.