OptiFuture

AI-powered lifelong learning and career guidance platform. OptiFuture reads a user's CV, extracts their education and skills, and generates a personalized 3-month career roadmap, a mini project suggestion and matching free courses from Turkish platforms such as BTK Akademi.

Finalist of the TEKNOFEST KKTC Social Innovation Competition and winner of the TÜBİTAK Special Presentation Award (1st).

Features

• CV analysis (NLP): Extracts education status, class, department, programming languages and tools from CV text using the OpenAI GPT-3.5 Turbo API.
• Personalized roadmap: Generates a month-by-month 3-month learning plan and a real-world mini project based on the user's profile and career goal.
• Course matching: Maps roadmap topics to a curated course list (courses.json) with fuzzy matching (fuzzywuzzy); unmatched topics fall back to GPT-based course suggestions from local free platforms.
• Success stories: Suggests an inspiring story related to the user's career goal.
• Promotional website: Multi-page, responsive site (home, features, about, contact) built with HTML and CSS.

Tech Stack

Python · OpenAI API (GPT-3.5 Turbo) · fuzzywuzzy · python-dotenv · HTML · CSS

Project Structure

OptiFuture/
├── backend/
│   ├── main.py          # CLI entry point
│   ├── rules.py         # CV extraction, roadmap generation, course matching
│   └── courses.json     # Curated course database
├── website/
│   ├── index.html
│   ├── features.html
│   ├── about.html
│   ├── contact.html
│   └── styles.css
├── .env.example
├── requirements.txt
└── LICENSE

Getting Started

Requirements

• Python 3.9+
• An OpenAI API key

Installation

git clone https://github.com/berrkayy/OptiFuture.git
cd OptiFuture
python -m venv venv
source venv/bin/activate      # Windows: venv\Scripts\activate
pip install -r requirements.txt

Create a .env file in the project root (see .env.example):

OPENAI_API_KEY=your_openai_api_key_here

Usage

cd backend
python main.py

Enter the path to a plain-text CV (UTF-8), confirm the extracted information, then enter your career goal to receive your roadmap, project suggestion and course recommendations.

Website

Open website/index.html in a browser.

Roadmap

• Web interface for the career engine
• PDF CV support
• Larger course database and more platforms

Authors

Developed by Berkay Altunbağ and the OptiFuture team.

License

MIT