RUMI is a comprehensive AI-driven networking platform that revolutionizes how professionals connect. The system uses Google Gemini AI to analyze user profiles from resumes, extracting skills, industries, interests, and personality traits. It employs a hybrid matching algorithm combining semantic similarity (Sentence Transformers embeddings) with weighted boosts for shared skills, industries, and location. The platform features an interactive AI chat interface where users describe who they're looking for, and the AI asks clarifying questions before finding matches.