Gulfam Zahra@Gulfam

Nexus-Pathfinder is an autonomous, agentic career-advancement ecosystem designed to bridge the gap between professional potential and market demand. Built as a core pillar of the AuraPath AI framework, the project utilizes a sophisticated multi-agent architecture to deliver precision-driven career roadmaps. The system employs two specialized agents: Nexus, which executes deep technical audits on user resumes to identify specific skill gaps, and Pathfinder, an intelligent market scout that aligns user profiles with real-time industry trends and hiring potential. By leveraging a Retrieval-Augmented Generation (RAG) pipeline and Groq-powered high-speed reasoning, the system minimizes hallucinations while maintaining optimal performance. The core innovation lies in our hybrid token-efficient routing mechanism. This approach dynamically optimizes LLM resource allocation based on task complexity, ensuring that the system remains cost-effective and scalable without sacrificing the quality of reasoning. Nexus-Pathfinder transforms static job hunting into a proactive, data-driven journey, providing users with actionable insights that evolve alongside the global job market.

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