insights / picker
—— per-student insight

Avani Shetty

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CY-74475 · 16 yrs · Grade 11 · Banyan Tree Public School
confidence · HIGH live · claude-sonnet-4-6 · cached · 10941ms on the original call
RIASEC top 3: E C A
— riasec profile

Avani Shetty's Holland Code

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

20 40 60 80 100 20 24 38 33 78 74 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → ECA

— aptitude · DAT V

Student vs cohort mean

Avani Shetty · Cohort mean

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

Avani Shetty presents a distinctive aptitude profile anchored by exceptional verbal reasoning (94th percentile) and strong numerical ability (80th percentile), with moderate spatial and mechanical scores. Her RIASEC pattern — Enterprising, Conventional, and Artistic as the leading dimensions — points naturally toward careers that blend analytical rigor with communication and leadership. Career-match modelling places Chartered Accountant, Investment Banker, and Quantitative Analyst in the top three slots, all within the Finance family, each with a fit score in the 67–68 range.

During her Holland Code session, Avani responded most positively when discussing entrepreneurship, and the overall pattern was noted to suggest a strong fit for analytical-creative pathways [1]. This enthusiasm, combined with her high verbal scores, indicates she could thrive in client-facing or strategy-oriented finance roles rather than purely back-office ones. The JEE preparation pressure flagged at that session is worth monitoring, as it may be pulling her focus away from streams better aligned with her actual strengths.

On the assessment front, Avani's mock CET results showed solid performance in English (81/100) and Maths (78/100), but accuracy on the data interpretation section was identified as a gap, with a recommendation for targeted DI practice over a six-week sprint [3]. Closing that gap would directly strengthen her readiness for finance-sector entrance tests and interviews. On the family front, her parents have agreed to support exploration of the recommended track for one quarter before a term-end review, with a shadow-day at a partner firm planned as a concrete next step [2].

Recommended next step: Schedule the partner-firm shadow day within this quarter, prioritising a finance or consulting setting, so Avani can test her interest in the top-matched career families before the term-end parent review.

why this confidence level

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

—— top 5 matches

Career fit (ranked)

1
Chartered Accountant
Finance · fit 68
2
Investment Banker
Finance · fit 68
3
Quantitative Analyst
Finance · fit 67
4
Civil Services (IAS/IPS)
Civil services · fit 66
5
Civil Engineer
Engineering · fit 65
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]
Assessment Nov 22, 2025 report #194
RIASEC + DAT V battery interpretation — Avani Shetty
[2]
Parent meeting Sep 9, 2025 report #40
Parent meeting — Avani Shetty's pathway plan
[3]
Test result Feb 16, 2025 report #61
Mock CET / aptitude battery — Avani Shetty
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