Cocoon

Cocoon is an AI-driven app designed to help you switch careers seamlessly.

What it does

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.

Tech Stack

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

Key Features

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.

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