SmartMatch
Overview
SmartMatch is an AI-powered recruitment and talent intelligence platform developed specifically for the aviation industry. The platform enables recruiters to manage a centralized talent pool, process candidate CVs, and identify the most relevant candidates based on job descriptions, skills, experience, qualifications, and recruiter-provided keywords.
Key Core Features
- Automated CV parsing transforming unstructured documents into structured candidate database records containing professional experience, technical skills, certifications, and aviation roles.
- AI-generated vector embeddings indexed in Apache Solr to support low-latency semantic search matching rather than only exact keywords.
- Dynamic relevance scoring matching candidates against job descriptions, highlighting matching strengths and potential gaps.
- Centralized talent-pool management, advanced filtering dashboards, and candidate shortlist pipelines.
Team Leadership & Engineering Contribution
- Contributed to the full-stack development of the application using React.js for the frontend and Node.js for the backend.
- Designed and implemented MySQL schemas for structured candidate, recruiter, and application data.
- Configured Apache Solr vector-indexing patterns for high-performance candidate retrieval.
- Integrated Google Gemini for structured CV parsing/extraction and OpenAI embeddings/language models for scoring and ranking explanations.
Technology & AI Stack
React.jsNode.jsExpress.jsMySQLApache SolrOpenAI APIGoogle Gemini APIVector EmbeddingsSemantic Search