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

Harsh Kapoor

(you are counselor — submit will trigger a 403 demo)
CY-12352 · 15 yrs · Grade 10 · Aurora International Academy
confidence · MEDIUM templated from live cohort data · swaps to live LLM in prod
RIASEC top 3: S E C
— riasec profile

Harsh Kapoor's Holland Code

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

20 40 60 80 100 41 34 36 82 80 61 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → SEC

— aptitude · DAT V

Student vs cohort mean

Harsh Kapoor · Cohort mean

—— ai narrative

Harsh Kapoor presents a Social-Enterprising profile, with strongest RIASEC dimensions in Social (82) and Enterprising (80). Aptitude profile peaks in speed/accuracy (93/100), with consistent secondary scores across the DAT V battery.

The career-fit algorithm produces Investment Banker as the top-ranked pathway (fit 75/100, demand-weighted), driven by overlap between Harsh Kapoor's top RIASEC dimensions and the Finance career-profile signature. Civil Services (IAS/IPS) 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.

Recommended next step. One additional career-exploration session focused on Finance, 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 Harsh Kapoor'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

2 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
Investment Banker
Finance · fit 75
2
Civil Services (IAS/IPS)
Civil services · fit 74
3
Management Consultant
Entrepreneurship · fit 65
4
Lawyer / Legal Counsel
Arts & humanities · fit 65
5
Writer / Journalist
Arts & humanities · fit 64
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 Apr 3, 2026 report #105
Mock CET / aptitude battery — Harsh Kapoor
[2]
Session note Jan 28, 2026 report #112
Career exploration session — Grade 10
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