Karol Baldrez
@karolbaldrez
I’m a sanctions and AML operations analyst specializing in trade compliance, cross-border transaction analysis, and multilingual AI evaluation.
What I'm looking for
I’m a multilingual Trade Compliance and International Operations professional, focused on sanctions screening and AML investigations in regulated fintech environments. I help teams manage high-volume compliance workflows with risk assessment, case documentation, and escalation of high-risk alerts.
As a Sanctions Operations Analyst at Wise (2026–Present), I conduct high-volume sanctions screening and AML investigations, analyze cross-border transactions and behavioral risk indicators, and ensure cases are investigated, documented, and escalated in line with OFAC, UN, and EU regulations. I also support regulatory compliance across international payment flows while keeping audit-ready documentation for internal and external review.
Alongside compliance work, I’m an AI Data & Language Operations Specialist (2024–Present), evaluating LLM outputs for accuracy, reasoning quality, safety, and instruction adherence. I perform dataset annotation and structured labeling for AI training pipelines (HITL / RLHF), and deliver multilingual linguistic quality assurance to flag issues like hallucinations, bias, and instruction failures.
I’ve also built a strong language and localization practice as a Freelance Translator & Localization Specialist (2019–Present), translating and localizing content into PT-BR for corporate, educational, marketing, and media clients. My work is grounded in terminology standardization, cultural adaptation, and consistency for global audiences, supported by training in business communication and related coursework.
Experience
Work history, roles, and key accomplishments
Conducts high-volume sanctions screening and AML investigations for a global fintech environment, analyzing cross-border transactions and customer risk indicators. Investigates, documents, and escalates high-risk alerts in line with OFAC, UN, and EU requirements and maintains audit-ready case documentation.
AI Data & Language Operations Specialist
Outlier AI
Jan 2024 - Present (2 years 6 months)
Evaluates large language model outputs for accuracy, reasoning quality, safety, and instruction adherence. Performs dataset annotation and multilingual linguistic quality assurance, identifying issues such as hallucinations, inconsistencies, bias, and instruction failures.
Freelance Translator & Localization
Freelance
Jan 2019 - Present (7 years 6 months)
Translates and localizes content across multiple languages, handling editing, proofreading, and terminology standardization. Ensures cultural adaptation and consistency for global audiences for corporate, educational, marketing, and media clients.
Education
Degrees, certifications, and relevant coursework
Universidade Anhembi Morumbi
Bachelor’s Degree, International Trade
Bachelor’s degree in International Trade currently in progress.
Universidade Paulista
Bachelor’s Degree, Translation (English–Portuguese)
Completed a bachelor’s degree in Translation (English–Portuguese).
Harvard University
Online Course, Business Communication
Completed an online Business Communication course from Harvard University.
University of São Paulo (USP)
Extension/Online Course, Business Communication & Italian Language
Completed an extension/online course covering Business Communication and Italian Language through USP.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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