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Generative AI & LLMs
AI-Powered Resume Analysis System
Section-aware resume analysis using Llama 2, RAG, and OCR. Built on Django for end-to-end HR workflows.
Overview
Section-aware resume analyzer that extracts education, experience, and skills via OCR, then uses Llama 2 + Transformers + RAG to compare against job requirements.
The Problem
HR teams were drowning in resumes and missing strong candidates due to keyword-only screeners.
The Solution
Quantized Llama 2 for cost-efficient inference, OCR for unstructured PDFs, RAG for contextual comparison against role requirements, Django for a clean recruiter UI.
Impact
Cut shortlist time by 70%. Surfaced strong candidates that keyword filters had missed.