Case study

Portfolio One-Pager

A concise portfolio summary of Sweepster as a GenAI product architecture project.

My role

Product owner, system designer and AI-assisted prototype lead. I designed the product logic, module boundaries, scoring philosophy, responsible AI rules and implementation approach.

Skills demonstrated

  • AI product strategy
  • Agentic workflow design
  • LLM-assisted architecture
  • Explainable decision systems
  • Responsible AI product design

Core architecture

Raw vacancy → pre-gate → extraction → validation → decomposition → semantic understanding → mapping → quality gate → importance → status → scoring → seniority fit → open questions → feedback loop.