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Work04 / 07

Reemotely sourcing agent

A talent sourcing agent that reads 18,000+ profiles and returns a ranked shortlist in seconds.

Client
Reemotely
Year
2025 est.
Role
AI agent
Stack
LLM agent, Retrieval

The problem

Reemotely’s recruiters searched a pool of more than 18,000 talent records for every role.

What I built

An AI agent that reads a recruiter’s requirements, searches the whole pool against them and returns the best-fit candidates.

The outcome

A shortlist from 18,000+ records in seconds, which sped up candidate search for Reemotely’s HR team.

How it works

  1. 01Briefthe recruiter’s requirements
  2. 02Agentreads the brief and searches the pool
  3. 0318,000+ recordsthe talent database
  4. 04Shortlistbest-fit candidates, ranked

Details

  • Requirements read as a brief, not as keywords.
  • The whole pool searched, not a filtered sample.
  • Results ranked so a recruiter can act on them at once.

Results

  • 18,000+records searched in seconds