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Case studies covering the problem, the constraints, and how each system was put together.

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Completed

Job Recommendation API

Solo Developer

The Python prototype of the jobs.af job recommender, now used inside the core jobs.af platform: a FastAPI service that embeds jobs and applicants with a multilingual sentence transformer, searches them with pgvector, and scores matches on skills, experience and detected job domain in about 780 ms for 200 recommendations.

  • Python
  • FastAPI
  • PostgreSQL
  • pgvector
  • SQLAlchemy
  • Sentence-Transformers
  • Semantic search
  • Docker