insights / picker
—— per-student insight

Vanya Subramanian

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CY-34214 · 14 yrs · Grade 9 · Banyan Tree Public School
confidence · HIGH live · claude-sonnet-4-6 · cached · 10552ms on the original call
RIASEC top 3: E A R
— riasec profile

Vanya Subramanian's Holland Code

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

20 40 60 80 100 55 21 83 23 93 32 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → EAR

— aptitude · DAT V

Student vs cohort mean

Vanya Subramanian · Cohort mean

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

Vanya Subramanian (Grade 9) presents a compelling profile anchored by exceptionally strong verbal aptitude (87) and high spatial reasoning (72), complemented by solid mechanical and speed-accuracy scores. The dominant RIASEC pattern — Enterprising, Artistic, Realistic (EAR) — points toward careers that blend creative expression with leadership, persuasion, and tangible problem-solving. This combination aligns well with the top career matches identified: Product Designer, Marketing Specialist, and Startup Founder, all of which reward the ability to communicate ideas with clarity and drive outcomes through initiative.

While data science emerged as an area of interest during exploration, the counsellor's "three-test" framework — weighing interest, aptitude, and market demand — was applied during Vanya's career exploration session to evaluate pathway fit [2]. It is worth noting that Vanya's Investigative score (21) is relatively low, which may make the more analytical, research-intensive aspects of data science less intrinsically motivating over time. The creative writing pathway and broader design-entrepreneurship space appear more congruent with Vanya's natural strengths and RIASEC profile.

On the family front, parents have shown thoughtful engagement around return on investment and career outcomes. Following a detailed discussion of demand-index data and placement trends, they agreed to let Vanya explore the recommended track for one quarter before revisiting at term-end [1]. The consolidated career review further recommends a structured exposure plan — one workshop, one shadow-day, and one mentor conversation — to help Vanya build informed confidence in the chosen direction [3].

Recommended next step: Arrange the shadow-day at the partner firm as agreed with the family, and ensure Vanya has a brief debrief session afterwards to reflect on the experience before the term-end review.

why this confidence level

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

—— top 5 matches

Career fit (ranked)

1
Product Designer
Design · fit 69
2
Marketing Specialist
Entrepreneurship · fit 65
3
Startup Founder
Entrepreneurship · fit 64
4
Writer / Journalist
Arts & humanities · fit 64
5
Foreign Service
Civil services · 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]
Parent meeting Feb 19, 2026 report #104
Parent meeting — Vanya Subramanian's pathway plan
[2]
Session note Jan 31, 2026 report #130
Career exploration session — Grade 9
[3]
Career review Jan 16, 2025 report #123
Career review — Vanya Subramanian (consolidated)
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