insights / picker
—— per-student insight

Mira Krishnan

(you are counselor — submit will trigger a 403 demo)
CY-53742 · 15 yrs · Grade 10 · Jacaranda Heights
confidence · HIGH live · claude-sonnet-4-6 · cached · 10243ms on the original call
RIASEC top 3: E A I
— riasec profile

Mira Krishnan's Holland Code

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

20 40 60 80 100 25 41 57 23 58 36 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → EAI

— aptitude · DAT V

Student vs cohort mean

Mira Krishnan · Cohort mean

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

Mira Krishnan presents a strong and well-rounded aptitude profile, with particularly high scores in numeric (84), spatial (83), and abstract reasoning (82). These strengths, combined with a dominant RIASEC profile of Enterprising, Artistic, and Investigative, point naturally toward creative and entrepreneurial pathways. Her verbal aptitude is solid, which adds versatility across communication-heavy roles.

Career matching places Product Designer as Mira's strongest fit, followed closely by Startup Founder and Marketing Specialist — a coherent cluster that reflects her blend of creative sensibility and entrepreneurial drive. The consolidated career review confirms that design emerged as a top pathway "consistent across RIASEC, DAT V, and self-report interest," reinforcing that this direction is not a fleeting preference but a repeated signal across multiple data points [2]. The same review also noted a "skills-pivot exposure" plan involving a workshop, shadow-day, and mentor conversation as the recommended next quarter's focus [2].

On the academic preparation side, Mira's Mock CET results reveal a specific and addressable gap: her data interpretation accuracy was flagged, with a recommendation for "targeted practice on DI sets, two evenings per week, six-week sprint" [1]. Her stream selection dilemma between Science and Commerce also surfaced during counselling, where the counsellor applied a 'three-test' framework of interest, aptitude, and market demand to help structure the decision [3]. Importantly, parental expectations have been noted as a source of tension, and family conversations will remain an important part of the support plan [2].

Recommended next step: Mira should prioritise completing her shadow-day at a design or startup environment and begin the six-week DI practice sprint to sharpen her entrance exam readiness alongside her longer-term career exploration.

why this confidence level

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

—— top 5 matches

Career fit (ranked)

1
Product Designer
Design · fit 77
2
Startup Founder
Entrepreneurship · fit 74
3
Marketing Specialist
Entrepreneurship · fit 67
4
Film Maker / Cinematographer
Design · fit 63
5
Writer / Journalist
Arts & humanities · fit 63
Computed live · RIASEC overlap × demand index. Algorithm visible at /dashboard.
—— supervisor review · §3.4

Review status

queue →
pending
Submitted today by Ramesh Shenoy (counselor).
"Rohan Sharma · Gr 10 — recommend Engineering track. Awaiting reviewer sign-off before sharing."
—— 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 22, 2026 report #94
Mock CET / aptitude battery — Mira Krishnan
[2]
Career review Jan 23, 2026 report #70
Career review — Mira Krishnan (consolidated)
[3]
Session note Nov 11, 2025 report #139
Career exploration session — Grade 10
Back to picker Search all reports for Mira Krishnan