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Interactive Sandbox

What-if Scenario Simulator

Simulate profile optimizations dynamically to evaluate how upskilling and internships mitigate graduate unemployment risks.

Scenario Testing Mode

Modify Feature Vectors

Adjust parameters to observe instant predictive variance.

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{% endif %} {% if scenario_text %}
{{ scenario_text }}
{% endif %} {% if recommendations %}
Recommended Strategic Interventions:
    {% for rec in recommendations %}
  • {{ rec }}
  • {% endfor %}
{% endif %}

Simulation Guide

Use this simulator to demonstrate the optimization capabilities of your model to the defense board. Try these standard edge cases:

Scenario A: Upskilling Impact

Switch Primary Skill Set from 'None' to 'Technical/Programming' and check the risk shift.

Scenario B: Experiential Weight

Inject '3 to 6 Months' of Internship history while keeping academic CGPA at an average tier.

Scenario C: Learning Consistency

Scale up Weekly Development Hours to '8-10 Hours' to simulate rigorous self-regulated learning.

Viva / Defense Tip

Explain to the external examiners that this page serves as a Decision Support System (DSS) for educational policy-makers and university career centers to design data-driven curriculums.

Perfect for interactive cross-validation demos!
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