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Work

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

2 projects shown

Completed

AI Image Detector

Solo Developer

A command-line tool that detects whether an image is AI-generated or real. It combines 10 detection methods, from metadata checks to frequency and texture analysis, into a weighted multi-signal score with a confidence level.

  • Python
  • PyTorch
  • NumPy

Completed

Applicant–Job Matcher

Solo Developer

A semantic matching microservice used in the jobs.af applicant tracking system. A gRPC service scores applicants against a job with Sentence-Transformers (falling back to TF-IDF) and returns an explainable breakdown: skills, experience, education, functional area, location and languages.

  • Python
  • gRPC
  • Sentence-Transformers
  • scikit-learn
  • NumPy
  • Semantic search
  • Microservices