65% technical skill overlap, 20% critical-core overlap, 15% interest fit.
PyCon Singapore 2026 ยท Lifelong Learning Hackathon
SkillBridge SG
Explainable career pathways for Singapore learners: where to go next, what skills matter, and what to do today.
Judging fit
50% process: visible AI/human log
50% product: transparent data + clear actions
Recommendation
Run the profile to see ranked pathways.
Why this is trustworthy
Every card shows matched skills, missing skills, key tasks, and source notes.
Each path becomes a 4-week plan based on the learner's weekly time budget.
AI can coach, but the learner can inspect and challenge the recommendation logic.