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

Vanya Subramanian

(you are counselor — submit will trigger a 403 demo)
CY-34214 · 14 yrs · Grade 9 · Banyan Tree Public School
confidence · MEDIUM templated from live cohort data · swaps to live LLM in prod
RIASEC top 3: E A R
— riasec profile

Vanya Subramanian's Holland Code

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

20 40 60 80 100 55 21 83 23 93 32 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → EAR

— aptitude · DAT V

Student vs cohort mean

Vanya Subramanian · Cohort mean

—— ai narrative

Vanya Subramanian presents a Enterprising-Artistic profile, with strongest RIASEC dimensions in Enterprising (93) and Artistic (83). Aptitude profile peaks in verbal (87/100), with consistent secondary scores across the DAT V battery.

The career-fit algorithm produces Product Designer as the top-ranked pathway (fit 69/100, demand-weighted), driven by overlap between Vanya Subramanian's top RIASEC dimensions and the Design career-profile signature. Marketing Specialist 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 Subramanian'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
Product Designer
Design · fit 69
2
Marketing Specialist
Entrepreneurship · fit 65
3
Startup Founder
Entrepreneurship · fit 64
4
Writer / Journalist
Arts & humanities · fit 64
5
Foreign Service
Civil services · 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]
Parent meeting Feb 11, 2026 report #104
Parent meeting — Vanya Subramanian's pathway plan
[2]
Session note Jan 23, 2026 report #130
Career exploration session — Grade 9
[3]
Career review Jan 8, 2025 report #123
Career review — Vanya Subramanian (consolidated)
Back to picker Search all reports for Vanya Subramanian