MLJ Digital

TalentMatchers

Describe the profile you need in one sentence and get the most relevant CVs, ranked and explained.

Client
TalentMatchers
Industry
Recruitment
Year
2025
Status
Internal tool
TalentMatchers
TalentMatchers home page on desktop
The TalentMatchers website on a phone

Hundreds of CVs, a keyword search.

A recruitment team kept hundreds of PDF CVs in Google Drive. Finding the right profile took time and relied on keyword searches.

Find the right profile in one sentence.

Every new CV is read and indexed

The tool syncs with the Google Drive folder. AI structures each CV as soon as it arrives.

Search in one sentence

“Data analyst in Paris, comfortable with Power BI” is enough. The search is based on embeddings.

Rankings with reasons

A language model re-ranks the best profiles and explains each choice.

Deliverables and technologies

Automatic CV importSemantic searchAI ranking with explanationsFavourites and candidate profiles
PythonFlaskGeminiFAISSMongoDBDocker

A 30-minute assessment.

We look at your documents and tell you whether an AI assistant would save you time.