AI-Powered Technical Screening

Assessments that
actually measure
understanding

AssessMe replaces unreliable manual grading with AI-assisted scoring — while treating AI usage as a metric, not a disqualifier.

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GPT-4o
AI Marking Engine
3
Question Types
100%
Self-Hosted
0
Proxy Config Changes
Process

From question to result
in three steps

A streamlined workflow designed for engineering teams who value signal over noise.

01

Build your assessment

Create questions via the UI or import a JSON file. Define your answer key, allocate marks, and set time limits. Multiple choice, free text, and code questions supported.

02

Send a unique link

Register a candidate and generate a UUID access link. No account creation required. Candidates access the assessment directly — clean, distraction-free, auto-saving.

03

Review AI-graded results

On submission, GPT-4o marks free-text and code answers against your key. You get a numeric score, qualitative feedback, and an AI usage percentage — then override anything you disagree with.

Features

Built for the way
engineering teams work

Every decision made to reduce noise and surface genuine signal.

🤖

AI Marking via GPT-4o

Free-text and code answers are marked against your answer key. Each response gets a score, confidence level, and qualitative feedback — queued as background jobs so nothing blocks.

📊

AI Usage as a Metric

Plagiarism detection produces a percentage per answer, rolled up across the assessment. It informs your judgement — it never auto-disqualifies. A candidate who used AI responsibly shouldn't be penalised.

💻

Code Questions

Syntax-highlighted code editor with language selection. Examiner sets a preferred language and can provide starter snippets in multiple languages. When a candidate is skilled, syntax is semantics.

🔗

UUID Candidate Links

No account registration for candidates. Generate a unique link, share it manually. The candidate confirms their name and begins. Auto-save ensures no progress is ever lost.

⏱️

Flexible Time Limits

Set a closing deadline, a timer from first login, or no limit at all. Configure expiry behaviour per assessment — warning, grace period, or auto-submit.

🐳

Self-Hosted in Docker

Deploys behind your existing Nginx reverse proxy with zero configuration changes. All settings live in docker-compose.yml. PostgreSQL with pgvector-ready for Phase 2 AI features.

Who it's for

Two roles.
One platform.

Designed for the people on both sides of the screening process.

Examiner

Engineering leads & talent teams

  • Create and manage assessments via UI or JSON import
  • Define marking schemes with extra credit criteria
  • Monitor candidate progress snapshots in real time
  • Review AI scores and override with manual judgement
  • Export results to PDF for stakeholder review
  • Get notified the moment a candidate submits
Candidate

Engineers being assessed

  • Access via a unique link — no account required
  • Clean, distraction-free assessment interface
  • Navigate freely between questions, skip and return
  • Answers auto-saved — no lost progress on disconnect
  • Write code in your preferred language
  • Clear submission confirmation and time awareness

Ready to run your first assessment?

Sign in to the examiner dashboard to create an assessment, register a candidate, and see AssessMe in action.

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