Business Operations · AI Agent, Dashboard, MVP

ResumeBench AI – Model Evaluation Platform

A benchmarking system comparing GPT and open-source models for resume parsing and candidate scoring across quality, speed, and cost.

TECHNOLOGYAI, Full Stack, Python

INDUSTRYBusiness Operations

PROJECT TYPEAI Agent, Dashboard, MVP

DURATION4–8 weeks

MY ROLEAI product engineer

ResumeBench AI – Model Evaluation Platform project view 1

01Project image 1

Stack and focus areas

AIFull StackPythonOpenAILLaMAResume ParsingModel EvaluationCost AnalysisAccuracy TestingHuman ResourcesProfessional Services

Project description

The recruitment platform needed to choose between AI models without relying on small subjective tests or vendor claims.

I created a human-labeled benchmark dataset and pipeline that runs each model against the same schemas and scoring criteria, then compares accuracy, consistency, latency, failure rate, and cost.

Stack and focus areas

Project description

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