SkillWeaver-X

SkillWeaver-X is an advanced AI Learning & Career Architect that generates dynamic, adaptive learning roadmaps based on a user’s 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.


πŸš€ Key Features

  • πŸ“Œ Personalized skill-to-career mapping
  • πŸ” Adaptive roadmaps that adjust with goals & skill level
  • πŸ“Š Market-trend–aware skill prioritization
  • πŸ—“οΈ Weekly learning plans with milestones
  • βš™οΈ Config-driven and easily extensible
  • πŸ€— Hugging Face–ready inference pipeline

🧠 How It Works

  1. Skill Mapping
    Identifies missing skills for a target role using a skill graph.

  2. Trend Analysis
    Prioritizes skills using weighted market trend signals.

  3. Roadmap Planning
    Converts prioritized skills into a structured weekly plan.


πŸ“₯ Input Format

{
  "skills": ["HTML", "CSS"],
  "target_role": "frontend developer",
  "time_per_week": 10,
  "difficulty": "beginner"
}

πŸ“€ Output Format

{
  "target_role": "frontend developer",
  "difficulty": "beginner",
  "roadmap": {
    "Week 1": ["JavaScript"],
    "Week 2": ["React"]
  }
}

🏷️ Hugging Face Details

  • Model ID: skillweaver-x
  • Pipeline Tag: text-generation
  • Tags: education, career-ai, roadmap
  • License: Apache 2.0

πŸ› οΈ Installation & Usage

Clone the Repository

git clone https://huggingface.co/<your-username>/skillweaver-x
cd skillweaver-x

Run Inference

python inference.py

πŸ“ Project Structure

skillweaver-x/
β”œβ”€β”€ config/
β”œβ”€β”€ data/
β”œβ”€β”€ src/
β”œβ”€β”€ inference.py
β”œβ”€β”€ model_card.md
β”œβ”€β”€ README.md
β”œβ”€β”€ LICENSE
└── requirements.txt
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