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A
Ana A.

Ana A.

Medical AI Generalist | Healthcare Data Annotator

Panama flagPanama City, Panama

Key Skills

Software

Other

Top Subject Matter

Healthcare – Medical Records & Patient Data
E-commerce – Product Categorization & Customer Support
Generalist – Content Moderation & Quality Control

Top Data Types

TextText

Top Task Types

Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Evaluation/RatingEvaluation/Rating
TranscriptionTranscription
Text SummarizationText Summarization
Question AnsweringQuestion Answering
Text GenerationText Generation
Entity (NER) ClassificationEntity (NER) Classification
ClassificationClassification

Freelancer Overview

Although I am new to formal data labeling and AI training, I have developed strong transferable skills through my experience in medical education coordination and leadership roles. In my work with IFMSA Panamá, I regularly followed structured guidelines to review reports, identify inconsistencies or missing information, and provide clear written feedback to team members. This required careful attention to detail, consistent application of rules, and the ability to explain my reasoning clearly. These are the same core skills used in AI training tasks such as evaluating model outputs, identifying errors, and providing useful feedback. What sets me apart is my background in medicine combined with C2 English proficiency. I am trained to analyze information carefully, notice subtle inconsistencies, and communicate observations precisely. I am comfortable working independently on repetitive or structured tasks, and I am genuinely curious about how AI models learn and improve. I am eager to apply my attention to detail and structured thinking to help build high-quality training data.

Education

U

Universidad Americana de Panamá

Bachelor of Medicine and Surgery, Medicine and Surgery

Bachelor of Medicine and Surgery
2021 - 2025
S

Saint Mary's School

High School Diploma, Science, Letters, and Commerce

High School Diploma
2004 - 2004

Work History

I

IFMSA Panamá

National Director of Medical Education

Panama City
2024 - 2025
I

IFMSA Panamá

Local Association President

Panama City
2023 - 2024