SkillWeaver-X
SkillWeaver-X is an advanced AI Learning & Career Architect that generates dynamic, adaptive learning roadmaps based on a userβs current skills, career goals, time availability, and market trends.
It is designed for students, professionals, and career-switchers in AI, Data Science, and Web Development.
π Key Features
- π Personalized skill-to-career mapping
- π Adaptive roadmaps that adjust with goals & skill level
- π Market-trendβaware skill prioritization
- ποΈ Weekly learning plans with milestones
- βοΈ Config-driven and easily extensible
- π€ Hugging Faceβready inference pipeline
π§ How It Works
Skill Mapping
Identifies missing skills for a target role using a skill graph.Trend Analysis
Prioritizes skills using weighted market trend signals.Roadmap Planning
Converts prioritized skills into a structured weekly plan.
π₯ Input Format
{
"skills": ["HTML", "CSS"],
"target_role": "frontend developer",
"time_per_week": 10,
"difficulty": "beginner"
}
π€ Output Format
{
"target_role": "frontend developer",
"difficulty": "beginner",
"roadmap": {
"Week 1": ["JavaScript"],
"Week 2": ["React"]
}
}
π·οΈ Hugging Face Details
- Model ID:
skillweaver-x - Pipeline Tag:
text-generation - Tags:
education,career-ai,roadmap - License: Apache 2.0
π οΈ Installation & Usage
Clone the Repository
git clone https://huggingface.co/<your-username>/skillweaver-x
cd skillweaver-x
Run Inference
python inference.py
π Project Structure
skillweaver-x/
βββ config/
βββ data/
βββ src/
βββ inference.py
βββ model_card.md
βββ README.md
βββ LICENSE
βββ requirements.txt