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

Kiara Kumar

(you are counselor — submit will trigger a 403 demo)
CY-52130 · 15 yrs · Grade 10 · Jacaranda Heights
confidence · MEDIUM templated from live cohort data · swaps to live LLM in prod
RIASEC top 3: E A C
— riasec profile

Kiara Kumar's Holland Code

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

20 40 60 80 100 51 35 74 48 86 61 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → EAC

— aptitude · DAT V

Student vs cohort mean

Kiara Kumar · Cohort mean

—— ai narrative

Kiara Kumar presents a Enterprising-Artistic profile, with strongest RIASEC dimensions in Enterprising (86) and Artistic (74). Aptitude profile peaks in spatial (75/100), with consistent secondary scores across the DAT V battery.

The career-fit algorithm produces Startup Founder as the top-ranked pathway (fit 68/100, demand-weighted), driven by overlap between Kiara Kumar's top RIASEC dimensions and the Entrepreneurship career-profile signature. Product Designer 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 Entrepreneurship, 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 Kiara Kumar'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
Startup Founder
Entrepreneurship · fit 68
2
Product Designer
Design · fit 66
3
Marketing Specialist
Entrepreneurship · fit 64
4
Film Maker / Cinematographer
Design · fit 63
5
Writer / Journalist
Arts & humanities · fit 62
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]
Test result Dec 4, 2025 report #186
Mock CET / aptitude battery — Kiara Kumar
[2]
Session note Nov 2, 2025 report #187
Career exploration session — Grade 10
[3]
Parent meeting Oct 15, 2025 report #31
Parent meeting — Kiara Kumar's pathway plan
Back to picker Search all reports for Kiara Kumar