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Sebrae · Triagem de Currículos com IA

PythonFastAPIOpenAI Structured OutputEmail API
01 // THE OPERATIONAL PROBLEM & FRICTION

Thousands of CVs submitted for roles with rigid prerequisite filters requiring hundreds of hours of manual HR verification.

02 // THE FINANCIAL COST OF INACTION & BOTTLENECK

Ineligible candidates (e.g. graduates applying for student internship tracks) congested the evaluation queue.

03 // THE LOOKADEV SYSTEM ARCHITECTURE

Data extraction and scoring pipeline with structured AI output validating eligibility, issuing candidate feedback, and surfacing qualified profiles.

Automation identifying profile mismatches, approving or rejecting CVs in seconds, and saving over 165 hours of manual work per month.

// ARCHITECTURAL MODULES IN PRODUCTION
FastAPI ServiceOpenAI Structured OutputPDF Document ParserAutomated Email Notification Worker
04 // MEASURED ROI & AUDITED RESULTS

Over 165 hours of monthly HR work optimized with automated screening and timely candidate communication.

CLIENT FEEDBACK & SIGN-OFF

The automation took away repetitive, low-return tasks. The time we got back went to what actually delivers results.

SEBRAE
Triagem de currículos & demanda de RH
// NEXT OPERATIONAL STEP

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