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Career AI: Kenyan Student Pathways
Learn how we built a conversational system that uses NLP, MBTI and interest profiling to match Kenyan Grade 9 students with CBC pathways and career resources.
Career AI is an intelligent guidance platform that helps Kenyan students in the Competency-Based Curriculum (CBC) system select their Grade 9 career pathways using psychometric data and conversational intelligence.
In this demo, I’ll show how we built the engine, from natural language processing that interprets students’ questions, to personality mapping (MBTI + Interest Profiler) and adaptive advice generation.
I’ll walk through:
How student inputs are tokenized and contextually mapped to personality traits and local career clusters.
How the model evaluates compatibility between a student’s traits, interests, and Kenya’s CBC pathways.
How we built the resource center integration that surfaces localized occupational insights and KNEC-aligned content.