AIx
AI-Powered Resume and Job Search Optimization Platform
About the Project
AIx is a web application developed for the Instill AI Hackathon, designed to assist job seekers by generating optimized resumes and Boolean search texts for advanced job searches. Users can input their basic details, experience, education, and skills into the platform. AIx leverages AI pipelines and GPT-3.5 within Instill AI's pipeline builder to process and refine this data, making it ATS-friendly and generating the required documents.
Key Features
- User input of basic details, experience, education, and skills
- AI-driven resume generation
- AI-generated Boolean search texts for advanced job searching
- Instill AI pipeline for data optimization and ATS-friendly resume creation
- Backend endpoint to refactor data into a PDF resume
Challenges & Solutions
Integrating AI models and ensuring accurate data processing
Solution: Developed and fine-tuned two Instill AI pipelines using GPT-3.5 within the pipeline builder for data optimization and document generation
Generating ATS-friendly resumes automatically
Solution: Implemented an AI pipeline to format user data into an ATS-compliant resume, processed via Puppeteer for PDF conversion
What I Learned
- Enhanced proficiency with Next.js 14 and modern frontend development practices
- Deepened understanding of integrating AI models into web applications using GPT-3.5 and Instill AI
- Improved backend skills with Express.js and automated document generation with Puppeteer
- Wrote unit, integration, and end-to-end tests using Vitest to ensure code quality and functionality