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PARIS, FRANCE
CV
DEVELOPER EMPLOYABILITY DIAGNOSTICVIEW REPOSITORYLIVE PRODUCT

REACT · TYPESCRIPT · GITHUB API

Public repositories.
A diagnosis that can defend itself.

GitHub Profile Analyzer turns hard-to-read public activity into an explainable diagnosis: evidence, criteria, recommendations and a recruiter goal stay in one conversation.
Deep analysisProduct scenario: frontend apprenticeship
GitHub Profile Analyzer result dashboard preview
PRODUCT CAPTURE · STATIC 85/100 SCENARIO SHOWN IN THE IMAGE
PRODUCT · DATA UX · FRONTEND

The product does not decide in a recruiter's place. It makes signals verifiable, then gives the candidate a starting point to improve them.

01 / THE PROBLEM

A GitHub profile says a lot. It is not quick to read.

Bio, README, demos, activity and technical choices are useful but fragmented clues. The challenge was to make them readable without turning them into an opaque verdict.

RAW SIGNALS
BIOREADMEDEMOSSTACKACTIVITYREPOS
RECRUITER READINGEVIDENCE
  • Visible projects
  • Explained criteria
  • Actionable next steps
02 / THE ENGINE

Collect less. Interpret better.

The analysis uses public GitHub data, then limits detailed inspection to the most relevant repositories. Results stay quick and respectful of request limits.

  1. 01GitHub APIPublic profile and repositories
  2. 02NormalizeNames, dates, stacks, demos
  3. 03SelectThe most relevant repositories
  4. 04InspectREADME and delivery evidence
  5. 05ExplainScore, criteria and recommendations
03 / EXPLAINABLE SCORE

100 points. No opaque verdict.

The real engine calculates a score from readable rules. The case study below uses a fixed 99/100 scenario to explain the rubric: this portfolio page does not recompute the metric.

GitHub profile

20 / 20

Avatar, bio, portfolio link and public repository volume.

Repository quality

30 / 30

Descriptions, README, recency and readable names.

Portfolio readability

25 / 25

Visible demos, highlighted projects and useful context.

Recent activity

15 / 15

Activity signals across recent repositories.

Technical diversity

9 / 10

Detected languages and modern stack signals.

04 / RECRUITER MODE

The same profile reads differently for each role.

The product adapts signal ordering and recommendations to the selected goal without changing the observed data.

ACTIVE READING

Frontend apprenticeship

For a frontend profile, the reading starts with interface quality, demos, React, TypeScript and UI practices.

100%demo fit
ALREADY VISIBLE

ReactTypeScriptFrontendCSS / UIAPI

TO STRENGTHEN

The main expectations are already covered.

72% and 100% are demonstration values illustrating how the reading changes by role; they are not recomputed on this page.

05 / ANALYSIS DEPTH

Choose the right reading depth.

Quick for a first signal, deep to read relevant repository README files, local to present the product without consuming the GitHub API.

01

QUICK

Reads essential signals without multiplying README requests.

02

DEEP

Inspects the README files of the most relevant repositories to deepen the reading.

03

LOCAL DEMO

Lets visitors explore the interface without an external request or network dependency.

06 / REPOSITORY EVIDENCE

A score matters when you can trace it back to its source.

The real engine sorts repositories returned by the GitHub API. The cards below are coded examples that demonstrate inspectable evidence: description, README, demo, activity and stack.

Showcase project

github-analyzer

React TypeScript dashboard that analyzes a GitHub profile and proposes a portfolio diagnosis.

TypeScriptReactAPI
  • Clear description
  • README detected
  • Demo available
Active project

alternance-tracker

Application tracker with filters, statuses and a responsive dashboard.

TypeScriptReactFrontend
  • Professional README
  • Demo available
  • Recent
Technical project

weather-brief

Small weather application connected to a public API and its loading states.

JavaScriptAPIFrontend
  • Visible stack
  • Features
  • Demo available
Promising project

quittance-app

Rent receipt generator with a clear form and PDF export.

TypeScriptFrontend
  • Clear description
  • README detected
  • Demo to strengthen
07 / PRODUCT STATES

Boundaries are part of the experience.

A missing profile, a GitHub limit or an unavailable connection should not turn the interface into a dead end.

404

Profile not found

The username is checked and the message offers a clear next action.

403 / 429

Visible API limit

The GitHub limit is explained instead of leaving the screen without an answer.

LOCAL

Demo available

Local data keeps the experience demonstrable without the network.

PRODUCT PERSPECTIVE

The method should learn from real hiring situations.

I would challenge weighting with recruiters and candidates, publish a versioned methodology, then measure whether recommendations actually make a portfolio easier to understand.

EXPLORE THE PRODUCT

GitHub Profile Analyzer

LIVE PRODUCTVIEW REPOSITORY