Remote Senior Full Stack Developer — Clevermatch GmbH (Agentic AI recruitment assistant + RAG chatbots)
Prompt + Response Writing (SFT)Built agentic AI recruitment assistants and LLM-powered support flows that retrieve evidence, generate candidate/interview artifacts, and ground responses using RAG over indexed data. Implemented document upload, vector search, relevance filtering, conversation logging, and source title + fallback behaviors to support supervised-like response generation patterns. Applied iterative AI-assisted development workflows while validating code paths and outputs for deployment quality. • Designed candidate search, resume evidence retrieval, ranking, interview question generation, and interview invite drafting with human-approval gating. • Developed an ERP/document RAG assistant using FastAPI, embeddings, ChromaDB, and SQLite to provide source-grounded answers. • Implemented UI/feature flows for /chat, admin statistics, feedback, vector search, and logging for traceability. • Used AI-assisted coding tools (GitHub Copilot/Claude/ChatGPT) to accelerate and refine assistant logic before delivery.