Ishaan Gupta
Ishaan Gupta's Holland Code
Hand-rendered SVG · 6 dimensions, scored 0–100.
top 3 → IRE
Student vs cohort mean
Ishaan Gupta · Cohort mean
Ishaan Gupta presents a Investigative-Realistic profile, with strongest RIASEC dimensions in Investigative (89) and Realistic (83). Aptitude profile peaks in speed/accuracy (81/100), with consistent secondary scores across the DAT V battery.
The career-fit algorithm produces AI/ML Engineer as the top-ranked pathway (fit 70/100, demand-weighted), driven by overlap between Ishaan Gupta's top RIASEC dimensions and the Engineering 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 Engineering, 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 Ishaan Gupta's actual cohort data — RIASEC scores, top-5 matches, and 3 cited reports below. T07 will swap this template for live Claude inference.
1 cited reports + RIASEC/aptitude cross-check. Confidence raises to HIGH after one more session and a parent meeting.
Career fit (ranked)
Source reports
Every [N] in the narrative above links to one of these reports. The summary cannot make claims that have no source.