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AI Resume Intelligence & Candidate Matching System

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ExperienceExpert
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First seenTue, Aug 4, 2026 3:31 PM
Last seenTue, Aug 4, 2026 11:21 PM

Description

Company Overview We're an emerging snacking brand on a mission to bring healthier, delicious snacks to more customers. Project Overview We're building a recruitment platform that enables HR teams to efficiently search and match candidates from their existing resume database using AI. We need experienced Python/AI developers to build an AI-powered resume intelligence and candidate matching application that processes resumes, understands job descriptions, ranks the most relevant candidates, and gives recruiters a simple interface to review results. This project has a well-defined scope, with additional phases planned after the initial release. Daily progress updates and milestone demonstrations are expected. What You'll Do: - Build bulk resume upload and AI-powered resume parsing - Set up or refine the candidate database - Build job description upload and AI requirement extraction - Develop the AI matching and ranking engine - Build match score and explanation logic - Implement role-based access control (RBAC) - Build the recruiter interface and end-to-end workflow What We're Looking For: - Experience with Python and AI/LLM-based applications - Hands-on experience with resume parsing, NLP, or candidate matching systems - Strong grasp of clean, modular code with proper validation and documentation - Ability to work independently, commit regularly to GitHub, and deliver on tight milestones Goals: - Deliver a complete, end-to-end AI-powered candidate matching application - Improve

Skills

Generative AI Artificial Intelligence Python FastAPI REST API PostgreSQL OAuth API Integration

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