Project Portfolio

A curated collection of projects, products, and case studies showcasing innovation, execution, and measurable impact across various industries.

Automation at Scale: 0% to 85%
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Automation at Scale: 0% to 85%

Led the transformation of Jumio's identity verification pipeline from fully manual review to 85% automation through ML-driven document processing, fraud detection, and biometric verification.

AutomationComputer VisionIdentity Verification+1
AI Confidence Scoring & Usability Classification
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AI Confidence Scoring & Usability Classification

Designed and patented confidence scoring systems for identity document AI, enabling intelligent routing between automated processing and human review based on predicted accuracy.

Confidence ScoringDocument AIPatents+1
Global Data & Annotation Operations
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Global Data & Annotation Operations

Built and managed a global annotation operation of 350+ experts across multiple geographies, creating the high-quality training data that powered Jumio's ML systems.

Data OperationsAnnotationML Infrastructure+1