insights / picker
—— per-student insight

Ishaan Gupta

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CY-97182 · 14 yrs · Grade 9 · Jacaranda Heights
confidence · HIGH live · claude-sonnet-4-6 · cached · 11394ms on the original call
RIASEC top 3: I R E
— riasec profile

Ishaan Gupta's Holland Code

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

20 40 60 80 100 83 89 66 69 82 53 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → IRE

— aptitude · DAT V

Student vs cohort mean

Ishaan Gupta · Cohort mean

—— ai narrative
live · claude-sonnet-4-6 · served from cache

Ishaan Gupta presents a strong investigative and enterprising profile, with his top RIASEC codes being Investigative, Realistic, and Enterprising. This combination points toward careers that reward analytical thinking, hands-on problem-solving, and a drive to lead or innovate. His aptitude scores reinforce this picture: verbal (77) and speed-accuracy (81) are his standout strengths, and his numeric (56) and abstract (54) scores, while moderate, are workable foundations for technical study.

His top career matches — AI/ML Engineer (fit 70), Software Engineer (fit 69), and Architect (fit 68) — all align well with his IRE profile. Engineering pathways in particular suit students who combine curiosity with a bias for action, and Ishaan's enterprising drive could eventually push him toward product, research leadership, or even the policy-technology interface he mentioned. The civil services aspiration he brought up is worth keeping alive alongside a technical track, as the two are increasingly complementary in India's governance landscape.

On the preparedness side, Ishaan performed competitively in his recent mock CET battery, scoring 61 in Maths, 58 in Logical Reasoning, and 61 in English, with notably strong time management observed throughout the session [1]. The one gap identified was accuracy on the data interpretation section, and the recommendation given was targeted DI practice two evenings per week over a six-week sprint [1]. Addressing this gap will materially improve his entrance-exam readiness for engineering colleges.

Ishaan's profile is genuinely promising — his speed, verbal fluency, and investigative curiosity are assets that will serve him across multiple pathways. Recommended next step: begin the six-week DI practice sprint immediately and schedule a follow-up session in mid-July to review mock scores and confirm stream preferences before college application deadlines.

why this confidence level

live LLM inference grounded in 1 cited reports + RIASEC/aptitude data

—— top 5 matches

Career fit (ranked)

1
AI/ML Engineer
Engineering · fit 70
2
Software Engineer (CS)
Engineering · fit 69
3
Architect
Design · fit 68
4
Mechanical Engineer
Engineering · fit 68
5
Robotics Engineer
Engineering · fit 67
Computed live · RIASEC overlap × demand index. Algorithm visible at /dashboard.
—— supervisor review · §3.4

Review status

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—— 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 Jun 4, 2025 report #34
Mock CET / aptitude battery — Ishaan Gupta
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