Application Development · Data Modeling · Assessment Analytics
CompletedMBTI-Based Psychometric Assessment Platform
Bilingual assessment workflows, scoring and client reporting
Designed and delivered a bilingual English/Arabic MBTI-based psychometric assessment platform, from response capture and scoring logic to type-profile content and the reporting layer that presents results to clients.
- Organization
- National Talents
- Role
- Designer & Developer
- Timeframe
- Within National Talents role (Oct 2025 – Present)
The problem
Running personality assessments manually across two languages makes scoring slow, inconsistent and hard to report on.
The objective
A single bilingual workflow that captures responses, scores them consistently and produces client-ready results.
My role
- Designed the assessment workflow and data structure.
- Implemented the scoring logic and type classification.
- Built the bilingual user experience and the client reporting layer.
Technical approach
- Responses are captured in a structured form and stored in a consistent schema.
- Scoring logic converts responses into dimension scores and a type classification.
- Type-profile content is attached to each classification in both languages.
- A reporting layer assembles results into documents for clients.
Key features
Assessment workflows
Guided response capture in English or Arabic.
Scoring logic
Consistent, rule-based scoring and type classification.
Type-profile content
Bilingual profile content for each type.
Client reporting
Results presented to clients through a dedicated reporting layer.
Interactive demo
ILLUSTRATIVEDemonstrates the scoring and bilingual reporting flow only. No assessment questions, scoring keys, profile content or client data are shown, and no psychometric validity is implied.
Report. The reporting layer assembles a client-ready report, left-to-right in English or right-to-left in Arabic.
Scored dimensions
Results report
Reported type
ENTP
- Extraversion (E)Clarity: ModerateExtraversionIntroversion
- Intuition (N)Clarity: ModerateSensingIntuition
- Thinking (T)Clarity: ClearThinkingFeeling
- Perceiving (P)Clarity: SlightJudgingPerceiving
Illustrative report layout. Not a psychometric result.
Outcome
- A delivered bilingual assessment platform used to present results to clients.
Questions, scoring materials and client information are proprietary and not published. No claim of psychometric validation is made.