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

Vanya Singh

(you are counselor — submit will trigger a 403 demo)
CY-12459 · 15 yrs · Grade 10 · Mountain View Public School
confidence · MEDIUM templated from live cohort data · swaps to live LLM in prod
RIASEC top 3: I A S
— riasec profile

Vanya Singh's Holland Code

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

20 40 60 80 100 30 63 57 54 25 48 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → IAS

— aptitude · DAT V

Student vs cohort mean

Vanya Singh · Cohort mean

—— ai narrative

Vanya Singh presents a Investigative-Artistic profile, with strongest RIASEC dimensions in Investigative (63) and Artistic (57). Aptitude profile peaks in numeric (93/100), with consistent secondary scores across the DAT V battery.

The career-fit algorithm produces UX Designer as the top-ranked pathway (fit 80/100, demand-weighted), driven by overlap between Vanya Singh's top RIASEC dimensions and the Design career-profile signature. Doctor (MBBS) emerges as a credible secondary route with similar overlap on the leading dimension[1].

Recent counselling activity[2] indicates engagement with stream-selection planning. Cross-instrument signal is consistent — RIASEC and DAT V do not contradict, increasing confidence in the top match[3].

Recommended next step. One additional career-exploration session focused on Design, plus a parent conversation aligning on Class 11 stream choice. Re-run battery in 6 months to confirm stability of the profile.

This summary is templated from Vanya Singh's actual cohort data — RIASEC scores, top-5 matches, and 3 cited reports below. T07 will swap this template for live Claude inference.

why this confidence level

3 cited reports + RIASEC/aptitude cross-check. Confidence raises to HIGH after one more session and a parent meeting.

—— top 5 matches

Career fit (ranked)

1
UX Designer
Design · fit 80
2
Doctor (MBBS)
Medicine · fit 80
3
Clinical Psychologist
Medicine · fit 78
4
Graphic Designer
Design · fit 74
5
Music Composer
Arts & humanities · fit 73
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]
Career review Mar 20, 2026 report #192
Career review — Vanya Singh (consolidated)
[2]
Session note Nov 17, 2025 report #177
Career exploration session — Grade 10
[3]
Test result Mar 23, 2025 report #119
Mock CET / aptitude battery — Vanya Singh
Back to picker Search all reports for Vanya Singh