insights / picker
—— per-student insight

Sneha Patel

(you are counselor — submit will trigger a 403 demo)
CY-77991 · 17 yrs · Grade 12 · Mountain View Public School
confidence · HIGH live · claude-sonnet-4-6 · cached · 11407ms on the original call
RIASEC top 3: R C I
— riasec profile

Sneha Patel's Holland Code

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

20 40 60 80 100 94 67 45 52 54 74 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → RCI

— aptitude · DAT V

Student vs cohort mean

Sneha Patel · Cohort mean

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

Sneha Patel presents a strong and well-differentiated aptitude profile. Her abstract reasoning (91st percentile) and spatial ability (84th percentile) are standout strengths, complemented by solid numeric and verbal scores. Her RIASEC profile — dominated by Realistic, Conventional, and Investigative themes — points toward structured, hands-on problem-solving environments rather than creative or social-facing roles. Taken together, these indicators align well with technical and analytical career pathways.

Career match data places Software Engineer (CS) at the top fit (79%), followed by Pharmacist (76%) and Mechanical Engineer (74%). The Engineering family appears twice in her top three, which is consistent with her strong abstract and spatial aptitude. While medicine-adjacent options like pharmacy remain viable, her profile skews more naturally toward engineering disciplines.

Sneha's mock CET results add useful texture. Her logical reasoning score of 90/100 was especially impressive, and time management across the battery appeared strong. However, her accuracy on the data interpretation section was identified as a gap, with a targeted recommendation to practise DI sets two evenings per week over a six-week sprint [1]. It is worth noting that during the debrief she herself linked her performance to architecture aspirations, which suggests her spatial strengths are personally salient to her and worth exploring alongside core engineering options [1].

Her parents were initially focused on a medicine pathway, concerned about return on investment given current market conditions. After a counsellor walkthrough of demand-index data and three-year placement trends, they agreed to let Sneha explore the recommended track for one quarter before revisiting the decision at term-end [2]. This window is an important opportunity.

Recommended next step: Sneha should begin the six-week DI practice sprint immediately and schedule a focused session with the counsellor to compare B.Tech (CS/IT) and B.Arch entrance requirements side by side, given her spatial aptitude and self-expressed interest in architecture.

why this confidence level

live LLM inference grounded in 2 cited reports + RIASEC/aptitude data

—— top 5 matches

Career fit (ranked)

1
Software Engineer (CS)
Engineering · fit 79
2
Pharmacist
Medicine · fit 76
3
Mechanical Engineer
Engineering · fit 74
4
Electrical Engineer
Engineering · fit 72
5
Chartered Accountant
Finance · fit 70
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 Apr 6, 2026 report #118
Mock CET / aptitude battery — Sneha Patel
[2]
Parent meeting Mar 23, 2026 report #37
Parent meeting — Sneha Patel's pathway plan
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