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

Anvi Reddy

(you are counselor — submit will trigger a 403 demo)
CY-16871 · 15 yrs · Grade 10 · Jacaranda Heights
confidence · MEDIUM templated from live cohort data · swaps to live LLM in prod
RIASEC top 3: I C A
— riasec profile

Anvi Reddy's Holland Code

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

20 40 60 80 100 47 90 69 59 48 82 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → ICA

— aptitude · DAT V

Student vs cohort mean

Anvi Reddy · Cohort mean

—— ai narrative

Anvi Reddy presents a Investigative-Conventional profile, with strongest RIASEC dimensions in Investigative (90) and Conventional (82). Aptitude profile peaks in abstract (92/100), with consistent secondary scores across the DAT V battery.

The career-fit algorithm produces Data Scientist (research) as the top-ranked pathway (fit 80/100, demand-weighted), driven by overlap between Anvi Reddy's top RIASEC dimensions and the Research career-profile signature. Software Engineer (CS) emerges as a credible secondary route with similar overlap on the leading dimension[1].

Recent counselling activity 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 Research, 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 Anvi Reddy'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

1 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
Data Scientist (research)
Research · fit 80
2
Software Engineer (CS)
Engineering · fit 69
3
Electrical Engineer
Engineering · fit 67
4
Quantitative Analyst
Finance · fit 66
5
Mechanical Engineer
Engineering · 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]
Session note Oct 11, 2025 report #170
Career exploration session — Grade 10
Back to picker Search all reports for Anvi Reddy