CareerLift
Career development platform with AI-powered resume analysis, job matching, and personalized learning path recommendations.
Next.jsLaravelPostgreSQLRedisOpenAI APIAWS
Overview
Created a comprehensive career development platform that helps professionals optimize their resumes, find matching opportunities, and build targeted skills.
Problem
Job seekers struggle to optimize their profiles for ATS systems and identify the right skill gaps to address for their target roles.
Solution
Developed an AI-powered platform that analyzes resumes against job descriptions, provides optimization suggestions, and recommends personalized learning paths.
Architecture
Next.js frontend with Laravel API backend, PostgreSQL database, Redis queues, and OpenAI integration for NLP processing.
Challenges
- Parsing diverse resume formats accurately
- Building meaningful job-resume matching algorithms
- Creating personalized learning recommendations at scale
Key Learnings
- NLP techniques for document analysis
- Recommendation system architecture
- Building user-centric AI features