insights / picker
—— per-student insight

Arjun Rao

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CY-76172 · 15 yrs · Grade 10 · Nilgiri International
confidence · HIGH live · claude-sonnet-4-6 · cached · 10726ms on the original call
RIASEC top 3: A S R
— riasec profile

Arjun Rao's Holland Code

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

20 40 60 80 100 67 66 77 72 56 28 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → ASR

— aptitude · DAT V

Student vs cohort mean

Arjun Rao · Cohort mean

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

Arjun Rao presents a distinctive aptitude profile anchored by strong abstract reasoning (86) and verbal ability (76), complemented by solid numeric skills (69). His RIASEC profile — leading with Artistic, Social, and Realistic dimensions — points toward careers that blend creative problem-solving with meaningful human interaction. These strengths align well with his top career matches: Doctor (MBBS), UX Designer, and Clinical Psychologist, all of which reward both analytical thinking and empathy.

Arjun has shown genuine curiosity across two broad domains. Sessions have explored civil services alongside a recurring pull toward architecture and design, and the counselling framework applied — testing interest, aptitude, and market demand together — has helped Arjun begin to distinguish aspiration from fit [1]. Architecture surfaced as a pathway of real interest, and a parent meeting addressed family concerns about return on investment; parents were walked through demand-index data and three-year placement trends before agreeing to let Arjun explore his recommended track for one quarter [2]. This structured openness from the family is a healthy foundation for the months ahead.

Managing parental expectations has been a named sticking point for Arjun, and the counsellor's planned step of connecting him with alumni in the target field is a practical way to ground those conversations in real experience [3]. His relatively lower mechanical and spatial scores suggest that highly technical engineering streams may not be his strongest footing, even as his abstract reasoning remains exceptional.

Arjun is at a pivotal but promising stage — his profile supports multiple credible pathways, and family alignment is growing. Recommended next step: complete the arranged alumni introduction in the design or medicine space, then revisit aptitude-to-pathway fit at the term-end review already agreed upon with his parents.

why this confidence level

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

—— top 5 matches

Career fit (ranked)

1
Doctor (MBBS)
Medicine · fit 69
2
UX Designer
Design · fit 68
3
Clinical Psychologist
Medicine · fit 67
4
Marketing Specialist
Entrepreneurship · fit 66
5
Graphic Designer
Design · 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]
Session note Feb 26, 2026 report #55
Career exploration session — Grade 10
[2]
Parent meeting May 9, 2025 report #30
Parent meeting — Arjun Rao's pathway plan
[3]
Session note Jul 11, 2025 report #161
Career exploration session — Grade 10
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