C
Chisel
CDP Demo
v0.1.0
insights / picker
—— per-student insight

Aanya Iyer

(you are counselor — submit will trigger a 403 demo)
CY-29481 · 16 yrs · Grade 11 · Aurora International Academy
confidence · HIGH hand-crafted hero summary · deterministic for demos
RIASEC top 3: R I S
— riasec profile

Aanya Iyer's Holland Code

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

20 40 60 80 100 87 81 62 74 56 68 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → RIS

— aptitude · DAT V

Student vs cohort mean

Aanya Iyer · Cohort mean

—— ai narrative

Aanya presents a strong Realistic-Investigative profile (R: 87, I: 81), placing her squarely in the systems-thinking quadrant. Her aptitude scores reinforce this — abstract reasoning at 91/100 is in the top decile of her cohort, with strong supporting scores in spatial (83) and verbal (89).

Three pathways emerge from her assessment battery and counselling history[1]:

  1. Software Engineer (CS) — top-ranked match (fit 71/100). Aanya consistently engaged when discussing systems and abstraction during sessions[1], and her parent meeting[2] surfaced curiosity about applied AI rather than abstract theory.
  2. Dentist — secondary path that combines her R-dominance with creative problem-solving. The cross-instrument consistency between RIASEC and DAT V suggests this is durable, not a fleeting interest.
  3. AI/ML Engineer — long-tail option, viable if family preference shifts toward applied healthcare.

Family conversation needed. Recent parent meeting[2] flagged JEE-preparation intensity as a concern. Counsellor framework: focus on Class 11 pure-Science stream, defer specialty choice to mid-Class 12. Aanya should be exposed to one shadow-day in industry and one mentor conversation before next term review[3].

This summary draws from 3 sources cited below. The career-fit ranking is computed live from her RIASEC profile against the 30-career corpus, demand-weighted for the Indian market.

why this confidence level

3 cited reports + cross-instrument consistency (RIASEC ↔ DAT V); recommended path is stable across her last 3 sessions.

—— top 5 matches

Career fit (ranked)

1
Software Engineer (CS)
Engineering · fit 71
2
Dentist
Medicine · fit 71
3
AI/ML Engineer
Engineering · fit 70
4
Robotics Engineer
Engineering · fit 68
5
Architect
Design · fit 66
Computed live · RIASEC overlap × demand index. Algorithm visible at /dashboard.
—— 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 May 4, 2026 report #38
Career exploration session — Grade 11
[2]
Career review Dec 28, 2025 report #50
Career review — Aanya Iyer (consolidated)
[3]
Test result Nov 8, 2025 report #146
Mock CET / aptitude battery — Aanya Iyer
Back to picker Search all reports for Aanya Iyer