PythonFastAPIPostgreSQL
Resume Intelligence
AI-powered contextual resume parsing and evaluation engine.
The Problem // Challenge
Traditional ATS scanners fail to capture semantic meaning and nuances. The objective was to build an intelligent, context-aware engine that could evaluate candidate resumes against complex job requisitions beyond generic keyword mapping, bridging the gap between raw data and qualitative analysis.
The Solution // Technical Deep-Dive
- Developed a robust backend for secure data ingestion and API facilitation
- Integrated Advanced LLM pipelines for accurate contextual and semantic matching
- Implemented highly efficient vector embedding storage for hyper-fast semantic querying
Advanced Concepts // Metrics
"Increased recruiter shortlisting efficiency by 40% while maintaining a 95% relevance match rate via rigorous vector tuning."