insights / picker
—— per-student insight

Aditi Menon

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CY-43385 · 14 yrs · Grade 9 · Jacaranda Heights
confidence · HIGH live · claude-sonnet-4-6 · cached · 10143ms on the original call
RIASEC top 3: R E I
— riasec profile

Aditi Menon's Holland Code

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

20 40 60 80 100 88 37 27 26 52 30 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → REI

— aptitude · DAT V

Student vs cohort mean

Aditi Menon · Cohort mean

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

Aditi Menon presents a strong Realistic-Enterprising-Investigative (REI) profile, which aligns well with hands-on, problem-solving, and leadership-oriented careers. Her aptitude scores reflect notable strengths in mechanical reasoning (77) and speed-accuracy (76), with solid abstract reasoning (69) as well. Verbal aptitude (40) is a relative area for development and is worth monitoring as she navigates competitive entrance processes.

Career match data points toward Chartered Accountant (fit: 70), Civil Engineer (fit: 65), and Robotics Engineer (fit: 60) as strong options. The Civil and Robotics Engineering paths resonate particularly well with her high Realistic RIASEC score (88) and mechanical aptitude. Chartered Accountancy, while a strong numerical match, may feel less aligned with her hands-on profile, though it remains a commercially sound pathway worth exploring.

On the academic preparation front, Aditi's mock CET results showed impressive Logical Reasoning (94/100) and English (81/100), but Mathematics (55/100) and data interpretation accuracy were identified as gaps requiring focused attention [1]. A recommended six-week sprint with targeted practice on DI sets two evenings per week was suggested following that assessment [1]. Separately, a career exploration session surfaced civil services as an area of genuine interest, and managing parental expectations emerged as a meaningful sticking point in her decision-making process [2]. Applying the "three-test" framework — interest, aptitude, and market demand — was identified as a useful structure for navigating that tension [2].

Overall, Aditi shows real promise across analytical and technical domains, with maturing self-awareness about her aspirations. Recommended next step: connect Aditi with alumni working in civil engineering or a related field, as previously planned, to ground her career exploration in real-world perspectives.

why this confidence level

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

—— top 5 matches

Career fit (ranked)

1
Chartered Accountant
Finance · fit 70
2
Civil Engineer
Engineering · fit 65
3
Robotics Engineer
Engineering · fit 60
4
Armed Forces Officer
Civil services · fit 60
5
Software Engineer (CS)
Engineering · fit 58
Computed live · RIASEC overlap × demand index. Algorithm visible at /dashboard.
—— supervisor review · §3.4

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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 Nov 3, 2025 report #29
Mock CET / aptitude battery — Aditi Menon
[2]
Session note Jan 2, 2025 report #83
Career exploration session — Grade 9
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