JobAI Platform (Side Project - In Development)

Richardson Santos
Published

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  • Project creator
  • GenAI platform currently under active development for intelligent job search
    automation using LLMs and RAG architecture.
  • Designed with hexagonal (ports & adapters) architecture to ensure clean separation
    between domain logic, AI workflows, and infrastructure components.
  • Ongoing implementation of multi-agent workflows for CV parsing, job matching,
    cover letter generation, and recruiter-style feedback.
  • Development of retrieval-augmented generation (RAG) pipelines with vector
    embeddings for semantic search over job offers and candidate profiles.
  • Backend architecture built with FastAPI, async processing, and modular AI services,
    designed for experimentation and future production scaling.
  • Exploration of LLM orchestration patterns (prompt routing, tool calling, evaluation
    loops) inspired by LangChain / LangGraph.
  • Dockerized development environment with CI-ready structure, focusing on testability,
    traceability, and evolvability of AI systems.

Tech stack: Python, FastAPI, LLMs (OpenAI-compatible), RAG, Vector Search, Hexagonal
Architecture, Docker, CI/CD