Interview Prep Generator
Generates a mock interview script tuned to the application type — the 20 questions officers actually ask.
- Credits
- 15
- Mode
- Async
- AI
- LLM-backed
Statement of Purpose — Master of Data Science, UBC
My decision to pursue the Master of Data Science at the University of British Columbia is not a pivot. It is a continuation of a trajectory that began in my second undergraduate year, when I built a recommendation system for the campus library and
Weak spots flagged · Program rationale could name two UBC faculty. Financial ties paragraph omits spouse income.
Paste → Output
What you give it, what it gives back.
Nothing magical. A clean input surface, a clean output surface. Both visible before you hit run.
Structured form fields tailored to this tool. See the Schema section below.
Structured output validated against a Zod schema. See the Schema section below.
Every output · DRAFT · FOR RCIC REVIEW
Interview Prep Generator is a drafting tool, not a filing tool. Every output renders with a non-dismissable DRAFT stamp, a CICC §8.1 disclaimer, and a "reviewed by [RCIC name]" footer. The stamp is a tool registry primitive — no AI output ships without it.
How it saves time
The three ways this one pays for itself.
Blank-page problem, gone
You stop writing first drafts. You edit. The heavy structural work is already done by the time you open the doc.
Weak spots flagged for you
Interview Prep Generator flags its own weak spots so you don't miss them at 11pm. Less "what did I forget" review, more focused edit.
CICC-defensible by default
Every output ships with the DRAFT stamp, a CICC §8.1 disclaimer, and an append-only audit log entry — so review is evidence, not overhead.
Available on the AI Portal.
Join the waitlist for cohort access, or email the founder for a firm-sized quote.
About this tool
Interview Prep Generator · FAQ
Three questions we get every week on this specific tool.
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