insights / picker
—— per-student insight

Vanya Singh

(you are counselor — submit will trigger a 403 demo)
CY-12459 · 15 yrs · Grade 10 · Mountain View Public School
confidence · HIGH live · claude-sonnet-4-6 · cached · 9965ms on the original call
RIASEC top 3: I A S
— riasec profile

Vanya Singh's Holland Code

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

20 40 60 80 100 30 63 57 54 25 48 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → IAS

— aptitude · DAT V

Student vs cohort mean

Vanya Singh · Cohort mean

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

Vanya Singh presents a strong and well-rounded aptitude profile, with particularly outstanding numeric reasoning (93rd percentile) and solid verbal ability (71) and speed-accuracy (66). The RIASEC profile is led by Investigative, Artistic, and Social orientations, which together point toward careers that blend analytical depth with creative problem-solving and human engagement. Career match results highlight UX Designer and Doctor (MBBS) as equally strong fits at 80%, followed closely by Clinical Psychologist at 78% — all fields that reward curiosity-driven, people-aware thinking.

An interest in medicine has already surfaced meaningfully in Vanya's journey. During a counselling session, stream selection between Science and Commerce was identified as a key sticking point, and the counsellor applied a 'three-test' framework of interest, aptitude, and market demand to help Vanya navigate this decision [2]. A mock aptitude battery further showed strong performance in Logical Reasoning (95/100) and English (86/100), with data interpretation identified as the area requiring targeted attention [3].

Across multiple touchpoints, civil services has emerged as a consistent top pathway, reflected in both RIASEC alignment and Vanya's own self-reported interests [1]. A recommended next quarter of skills-pivot exposure — including one workshop, one shadow-day, and one mentor conversation — was proposed to help Vanya build informed clarity [1]. Connecting Vanya with alumni in target fields remains an actionable priority flagged across sessions.

Vanya's profile is genuinely versatile, and the core task now is narrowing focus through direct exposure rather than further assessment.

Recommended next step: Arrange a shadow-day or informational conversation with an alumnus working in medicine or public service before the next term review.

why this confidence level

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

—— top 5 matches

Career fit (ranked)

1
UX Designer
Design · fit 80
2
Doctor (MBBS)
Medicine · fit 80
3
Clinical Psychologist
Medicine · fit 78
4
Graphic Designer
Design · fit 74
5
Music Composer
Arts & humanities · fit 73
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]
Career review Mar 28, 2026 report #192
Career review — Vanya Singh (consolidated)
[2]
Session note Nov 25, 2025 report #177
Career exploration session — Grade 10
[3]
Test result Mar 31, 2025 report #119
Mock CET / aptitude battery — Vanya Singh
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