Why we do it
Many students know a few popular careers but do not know how their personality, learning style, and support needs connect to career choices. We make that link easier to understand.
About Your Path / AI Studio
We make career discovery feel clear, friendly, and explainable.
Your Path / AI Studio is an FYP prototype built to help teenagers understand their Big Five personality profile and explore career directions with simple explanations.
What we do
Personality insights plus career evidence
We turn questionnaire answers into OCEAN scores, compare the profile with career patterns, and show why each recommendation appears using personality alignment and O*NET skills evidence.
Who it helps
The prototype is designed for Malaysian teenagers aged 13-19 who want a first step toward career exploration before making bigger education or pathway decisions.
What we show
Users see compact OCEAN scores, supportive personality explanations, career matches, O*NET skills, study directions, and a clear reason for each recommendation.
How we analyse
From answers to explainable career matches
Each result follows a simple pipeline so users can understand what happened behind the recommendation.
Personality questions
The quiz collects Big Five responses while keeping trait labels hidden during answering.
OCEAN profile
Reverse-scored items are handled, then scores are converted into Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism.
Career comparison
The backend compares the user profile with career personality profiles and calculates similarity.
O*NET evidence
The system adds O*NET skills, abilities, knowledge, and work-style evidence so results are easier to trust.
How we work
Friendly first, explainable always
Simple: results use short labels, clear scores, and plain language.
Supportive: personality traits are described as preferences and support needs, not as good or bad labels.
Transparent: career cards explain personality similarity and O*NET evidence instead of only showing a match percentage.