Resume Evaluation System

Upload a CV and evaluate it against a job description across three layers.

Layer 1: Model Evaluations

OpenAI (Model 1)

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Gemini (Model 2)

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Layer 2: Model Comparison

Models evaluate independently and identify differences

Comparison Analysis

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Layer 2: Single-Phase Peer Competition

Models challenge each other and re-evaluate in parallel (one combined phase)

OpenAI Challenge & Re-evaluation

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Gemini Challenge & Re-evaluation

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Layer 2B: Competitive Feedback Round

Models re-evaluate after learning how they compared to each other

OpenAI Competitive Eval

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Gemini Competitive Eval

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Layer 3: Final Synthesis

Final Report (Comparison-Based Decision)

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