Every intern deserves
their own engineering roadmap.
EEF generates dynamic, personalized learning journeys from real signals — GitHub activity, completed case studies, mentor reviews, coding speed and attendance — and re-plans automatically as interns grow.
> analyzing intern signals...
✓ 14 skills scored ✓ 3 case studies completed
✓ github: 47 commits ✓ mentor rating: 4.2/5
✓ coding speed: 68 ✓ attendance: 96%
> generating roadmap...
┌─ WEEK 1 Ship a realtime chat prototype
├─ WEEK 2 Learn Redis + queue patterns
├─ WEEK 3 Own CS-002 mentor review
└─ WEEK 4 Kick off CS-006 (AI Resume Screener)
promotion_readiness = 62% · job_readiness = 45%CAPABILITIES
One engine. Every signal. A roadmap that learns you.
AI roadmap generation
Weekly and monthly goals synthesized from every signal in your profile — powered by advanced AI.
Dynamic re-planning
Complete a case study, miss a deadline, learn a new skill — the roadmap regenerates automatically.
Missing-skill detection
Explicit gaps between your current stack and target role, with dependency graph.
Promotion & job readiness
Two live scores that tell you exactly where you stand and what unlocks the next level.
Recommended case studies
Curated CS-XXX picks with a reason — sized to your current difficulty band.
Mentor insights
Mentors see AI-suggested next projects and difficulty per intern, at a glance.
HOW IT WORKS
From intern signals to a live, evolving plan.
Ingest signals
Skills, GitHub, case studies, reviews, coding speed, attendance.
AI plan
Our AI engine produces goals, gaps, dependencies and readiness scores.
Ship & review
Interns execute; mentors verify and rate; events feed back in.
Regenerate
The roadmap evolves after every completion, review or failed check.
ROLE-BASED CONSOLES
Built for interns, mentors and admins.
Intern
- →Personalized weekly + monthly goals
- →Strong / weak skill heatmap
- →Recommended case studies with reasons
- →Estimated graduation date & job readiness
Mentor
- →Full view of assigned interns
- →AI-suggested next project & difficulty
- →One-click roadmap regeneration
- →Rate reviews that feed the engine
Admin
- →Manage roles across the org
- →Curate the case-study catalog
- →See engagement across all interns
- →Trigger org-wide re-planning
Ready to replace the static roadmap?
Sign up in seconds, drop your current skills, and let EEF chart the rest.