All Work
Startup BuildingHR SaaS2023

GetJob

AI matching platform for job seekers and employers.

HRAI Matching
Challenge

In traditional recruitment, candidate-position fit was measured by keyword matching. This approach led to poor matches and long cycles, wasting the time of both employers and candidates.

Approach

An NLP engine was developed to compute semantic similarity between job listings and CVs. Speed was optimized for high-volume searches using an Annoy index; TensorFlow-based text embedding models were fine-tuned. The entire infrastructure was deployed on Docker and AWS for high availability.

Technologies
  • Python
  • TensorFlow
  • Annoy Index
  • SQL
  • Docker
  • AWS EC2
  • AWS ECS
  • AWS S3
  • FastAPI
Outcome
HRAI Matching

Similarity search engine for matching job posts and CVs using Annoy Index, TensorFlow, and SQL.

Next step

Build the next AI capability your company can actually use.

A focused intro call is enough to clarify the track, scope, and next practical step.

or reach us directly at hello@aionlabsai.com