TinkerHub Campus Lead Application Evaluator

This AI model evaluates anonymized TinkerHub campus lead applications based on predefined criteria and guidelines.

Features

• Automated scoring of applications (1-10 scale)
• Structured feedback generation
• Analysis of both structured and text-based fields
• Alignment with TinkerHub's values and requirements

Installation

1. Clone this repository
2. Install dependencies:

pip install -r requirements.txt

Usage

from evaluator import evaluate_application

# Example application
application = {
    "role": "Student",
    "experience": "Led coding club activities",
    "current_year": "Year 2",
    "vision_for_campus_community": "Create inclusive tech learning space",
    "challenges_and_solutions": "Addressing accessibility issues",
    "belief_in_tinkerhub": 5,
    "planned_programs": "Monthly hackathons",
    "projects_completed": "Built campus portal",
    "how_they_know_tinkerhub": "WhatsApp",
    "willing_to_travel": "Yes",
    "read_wiki": "Yes",
    "agreement_to_not_lead_elsewhere": "Yes"
}

# Evaluate the application
result = evaluate_application(application)
print(result)

Output Format

The evaluator returns a dictionary with three fields:

1. Your Score (1-10): Numerical score based on the scoring guidelines
2. Positive Feedback: Brief feedback highlighting strengths (<50 words)
3. Areas of Concern: Constructive feedback on potential areas for improvement (10-50 words)

Evaluation Criteria

The model considers:

• Academic eligibility (Year 1-3)
• Leadership experience
• Community-first mindset
• Project completion
• Program planning
• Alignment with TinkerHub values
• Travel willingness
• Preparation (wiki reading)
• Commitment (agreement to not lead elsewhere)

Scoring Guidelines

• 1-3: Does not meet requirements
• 4-6: Meets basic requirements
• 7-8: Strong candidate
• 9-10: Exceptional candidate

Notes

• All applications are processed anonymously
• The model is designed to be objective and consistent
• Final selection is made through interviews by TinkerHub Foundation