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ML Data Associate with AI & Data Analysis Expertise

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San José, San José, Costa Rica
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Competencies

Data AnalysisAdvanced

Applied statistical methods and evaluation techniques to analyze demographic and operational data.

Data Labeling & CalibrationIntermediate

Performed data transcription, labeling, and calibration tasks for AI training in Amazon Nova AI and related projects.

Compliance & ProtocolsExpert

Ensured adherence to HIPAA, KYC, and data security standards across interpretative and data processing roles.

Digital ToolsAdvanced

Utilized Excel, Word, PowerPoint, CRM, and database systems to manage and analyze data effectively.

Education

Bachelor of History
Universidad de Costa Rica
Completed 2017-2024
Licentiature in Education
U. San Marcos
Completed 2025-2026

Languages

SpanishNative
EnglishNative (written & spoken)

Summary

Experienced in training data, AI model support, and data analysis for tech and healthcare applications. Skilled in data labeling, workflow analysis, and ensuring compliance with industry standards.

Key Achievements

  • Supported AI model development at Amazon Alexa through data labeling, transcription, and LLM calibration.
  • Analyzed complex workflows and evaluated queries to ensure high precision in AI data processes.
  • Interpreted qualitative and quantitative data to inform strategic decisions in diverse roles.

Experience

ML Data Associate II

Amazon Alexa
2025 - 2026

Trained in data labeling, transcription, and LLM calibration to support AI model development, Analyzed complex workflows and evaluated queries with high precision, Interpreted qualitative and quantitative data to inform strategic decisions

Medical Interpreter / Customer Service Interpreter

Language Line Solutions
2021 - 2025

Interpreted specialized terminology in medical and financial sectors with compliance to HIPAA/KYC protocols, Enhanced accuracy in records through linguistic and contextual analysis

Captioning Agent

Clearcaptions
2019 - 2020

Ensured regulatory compliance in sensitive communications through verification protocols

Skills

Data AnalysisData Labeling & CalibrationCompliance & ProtocolsDigital Tools
Published on CazVid - May 17, 2026
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