Project

Interview Lens

ARI module that turns a candidate's take-home project into a structured, role-specific interview brief.

Applied AINext.jsOpenAIPostgreSQLSecurity

Problem

Interviewers can spend an hour reading an unfamiliar take-home project before they know which technical decisions to probe.

Approach

We built an ARI module that ingests code or a public repository and returns a structured brief, architecture notes, file-grounded questions, answer rubrics, and a signal report.

Result

The module supports live notes and scoring, role-based candidate pipelines, tenant isolation, and guarded handling of untrusted project content.

What I built

  • Turned candidate code and README content into a structured interview brief in one analysis flow.
  • Generated easy, medium, and hard questions tied to specific files, with strong-answer rubrics.
  • Added live interviewer notes, scoring, and role-based pipeline summaries.
  • Treated candidate content as untrusted input with prompt-injection guards, schema validation, and sanitized rendering.

Source availability

Interview Lens was built as an ARI hackathon module. The local project checkout has no verified public GitHub remote, so this portfolio does not publish a repository link.

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