Cocoon is an AI-driven app designed to help you switch careers seamlessly.
It scans your resume to identify your skills and then uses open job data, Udemy courses, and college programs to create a tailored roadmap for your new career. By finding transferable skills and suggesting relevant courses, Cocoon makes it easier to fill skill gaps and prepare for a successful transition.
- TypeScript
- Next.js
- Tailwind CSS
- Redux
- AWS Lambda
- Amazon Textract
- LangChain
- OpenAI API
- Udemy Affiliate API
- Google Docs API
- O*NET Web Services API
- Chart.js
- daisyUI
- mammoth
- react-pdf
- Drizzle ORM
- Neon
- PostgreSQL
- Resume Parsing:
- Utilizes Amazon Textract, Mammoth, and Google Docs API for extracting information from resumes uploaded in PDF, DOCX, or Google Docs format.
- Career Information:
- Integrates O*NET Web Services API to provide detailed career information.
- Offers users a comprehensive view of various careers, including essential details and requirements.
- Text to Structured Data Conversion:
- Employs LangChain and OpenAI function calling model for turning the text into structured data.
- Extracts skills and qualifications from parsed resume text, as well as duties and responsibilities from career descriptions.
- Semantic Search:
- Employs LangChain and OpenAI embedding model for semantic search functionality.
- Matches skills and qualifications from resumes with duties and responsibilities from career descriptions.
- Identifies relevant courses and programs for users to fill skill gaps and prepare for a successful transition.
- Udemy Courses Integration:
- Utilizes Udemy Affiliate API to provide users with relevant courses.
- Links users with a variety of educational resources from the Udemy database.
- User Dashboard:
- Enables users to view their learning path and track their progress.