MyHR Assistant - AI-Powered HR Portal
@ Final Year Project (FYP) - University of Malaya
Role
Full Stack Developer, AI Engineer, System Architect
A modern, full-stack HR management system with an intelligent AI assistant powered by RAG (Retrieval-Augmented Generation) and fine-tuned LLM. The system provides employees with instant access to HR policies, benefits information, and document management, while giving HR administrators comprehensive tools for employee management, document control, and analytics. Features include AI-powered chat assistant, document management with vector search, employee portal, admin dashboard, and request management workflow.
Problem Solved
Businesses face challenges managing HR information efficiently. Employees struggle to find answers to HR questions, leading to reduced productivity and increased HR workload. Traditional HR systems lack intelligent search capabilities and require manual document management. Companies need a solution that can provide instant, accurate answers to HR questions using company documents, enable self-service access to HR policies and benefits, automate document indexing and retrieval, support role-based access control for sensitive HR data, integrate real-time data (like calendar/attendance) with document knowledge, and scale efficiently without expensive API costs or data privacy concerns.
Technical Highlights
- Designed and built full-stack HR management system with 3-tier architecture (Frontend, API Gateway, AI Service)
- Implemented RAG (Retrieval-Augmented Generation) pipeline with semantic search using Qdrant vector database
- +18 more highlights →