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

Krishna Subramanian

(you are counselor — submit will trigger a 403 demo)
CY-21108 · 17 yrs · Grade 12 · Mountain View Public School
confidence · MEDIUM templated from live cohort data · swaps to live LLM in prod
RIASEC top 3: C I E
— riasec profile

Krishna Subramanian's Holland Code

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

20 40 60 80 100 44 72 25 25 66 80 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → CIE

— aptitude · DAT V

Student vs cohort mean

Krishna Subramanian · Cohort mean

—— ai narrative

Krishna Subramanian presents a Conventional-Investigative profile, with strongest RIASEC dimensions in Conventional (80) and Investigative (72). Aptitude profile peaks in verbal (95/100), with consistent secondary scores across the DAT V battery.

The career-fit algorithm produces Quantitative Analyst as the top-ranked pathway (fit 75/100, demand-weighted), driven by overlap between Krishna Subramanian's top RIASEC dimensions and the Finance career-profile signature. Software Engineer (CS) 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 Krishna 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

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
Quantitative Analyst
Finance · fit 75
2
Software Engineer (CS)
Engineering · fit 71
3
Data Scientist (research)
Research · fit 70
4
Pharmacist
Medicine · fit 66
5
Mechanical Engineer
Engineering · fit 65
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 28, 2026 report #47
Mock CET / aptitude battery — Krishna Subramanian
[2]
Session note Feb 10, 2025 report #173
Career exploration session — Grade 12
Back to picker Search all reports for Krishna Subramanian