insights / picker
—— per-student insight

Kiara Kumar

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CY-52130 · 15 yrs · Grade 10 · Jacaranda Heights
confidence · HIGH live · claude-sonnet-4-6 · cached · 10325ms on the original call
RIASEC top 3: E A C
— riasec profile

Kiara Kumar's Holland Code

Hand-rendered SVG · 6 dimensions, scored 0–100.

20 40 60 80 100 51 35 74 48 86 61 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → EAC

— aptitude · DAT V

Student vs cohort mean

Kiara Kumar · Cohort mean

—— ai narrative
live · claude-sonnet-4-6 · served from cache

Kiara Kumar presents a strong Enterprising-Artistic-Conventional (EAC) profile, with Enterprising scoring highest at 86 and Artistic close behind at 74. This combination suggests a student who is naturally drawn to leadership, persuasion, and creative expression — qualities that map well onto the top career matches of Startup Founder, Product Designer, and Marketing Specialist. Her spatial aptitude (75) and numeric reasoning (68) add a practical, analytical dimension that can complement these creative and entrepreneurial inclinations.

Kiara's interest in creative writing was a meaningful theme that emerged during her counselling session, and the counsellor applied a 'three-test' framework — interest, aptitude, and market demand — to help her think through pathways at the intersection of curiosity and real-world viability [2]. The tension she identified between creative interests and stable career paths is a healthy and common one for students with her profile, and it is worth continuing to address as stream selection approaches. Careers in design, content strategy, or brand management can often bridge this gap effectively.

On the academic side, Kiara's Mock CET results showed impressive Maths performance (93/100), with logical reasoning and English following at 68 and 64 respectively; the identified gap was accuracy on data interpretation sets, and a targeted six-week practice sprint was recommended [1]. Her parents have aligned on allowing her to explore the recommended track for one quarter, with a term-end review planned, and the counsellor committed to connecting her with alumni in the target field [3].

Recommended next step: Kiara should begin the data interpretation practice schedule and, in parallel, arrange a structured conversation with at least one alumni working in design or marketing to test her real-world interest before the term-end family review.

why this confidence level

live LLM inference grounded in 3 cited reports + RIASEC/aptitude data

—— top 5 matches

Career fit (ranked)

1
Startup Founder
Entrepreneurship · fit 68
2
Product Designer
Design · fit 66
3
Marketing Specialist
Entrepreneurship · fit 64
4
Film Maker / Cinematographer
Design · fit 63
5
Writer / Journalist
Arts & humanities · fit 62
Computed live · RIASEC overlap × demand index. Algorithm visible at /dashboard.
—— supervisor review · §3.4

Review status

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—— citations

Source reports

Every [N] in the narrative above links to one of these reports. The summary cannot make claims that have no source.

[1]
Test result Dec 12, 2025 report #186
Mock CET / aptitude battery — Kiara Kumar
[2]
Session note Nov 10, 2025 report #187
Career exploration session — Grade 10
[3]
Parent meeting Oct 23, 2025 report #31
Parent meeting — Kiara Kumar's pathway plan
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