insights / picker
—— per-student insight

Vivaan Chatterjee

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CY-96560 · 16 yrs · Grade 11 · Mountain View Public School
confidence · HIGH live · claude-sonnet-4-6 · cached · 9868ms on the original call
RIASEC top 3: R E I
— riasec profile

Vivaan Chatterjee's Holland Code

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

20 40 60 80 100 94 74 51 59 76 29 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → REI

— aptitude · DAT V

Student vs cohort mean

Vivaan Chatterjee · Cohort mean

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

Vivaan Chatterjee presents a distinctive aptitude profile anchored by strong abstract reasoning (83rd percentile) and solid numeric ability (71st percentile), alongside a Realistic-Enterprising-Investigative (REI) RIASEC orientation. This combination points naturally toward careers that blend hands-on problem-solving with analytical depth — fields such as civil engineering, finance, and the civil services all register as reasonable fits based on his profile.

The RIASEC session revealed that Vivaan responded most positively when discussing civil services, and his aptitude profile shows above-median verbal and abstract reasoning as supporting strengths [2]. His mock CET results further reinforce this picture: Logical Reasoning at 73/100 and an impressive English score of 87/100 demonstrate real academic capability, though accuracy on the data interpretation section was identified as a specific gap requiring attention [1]. A focused six-week sprint of targeted DI practice — two evenings per week — was recommended to address this directly [1].

On the personal front, managing parental expectations has emerged as a recurring concern across sessions [3]. Vivaan surfaced this sticking point while exploring his interest in architecture, and a counsellor-led "three-test" framework — interest, aptitude, and market demand — was applied to help structure those conversations [3]. A parent meeting was recommended as a next step to bring family perspectives into alignment with Vivaan's emerging clarity about his direction.

The strongest immediate priority is building confidence and accuracy in quantitative reasoning while keeping the civil services pathway in active focus, given Vivaan's own enthusiasm for it. Recommended next step: complete the six-week DI practice sprint and schedule the alumni interaction session across the civil services, engineering, and finance clusters to help Vivaan make an informed, grounded choice.

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 69
2
Armed Forces Officer
Civil services · fit 63
3
Civil Engineer
Engineering · fit 63
4
Software Engineer (CS)
Engineering · fit 62
5
AI/ML Engineer
Engineering · 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 Feb 25, 2026 report #86
Mock CET / aptitude battery — Vivaan Chatterjee
[2]
Assessment Jan 6, 2026 report #54
RIASEC + DAT V battery interpretation — Vivaan Chatterjee
[3]
Session note Jul 2, 2025 report #200
Career exploration session — Grade 11
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