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Lovyka Mandy

Lovyka Mandy

Freelance Data Annotator | Strong Focus & Accuracy

Indonesia flagSurakarta, Indonesia
$3.00/hrEntry LevelClickworkerOther

Key Skills

Software

ClickworkerClickworker
Other

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage
Medical DicomMedical Dicom
TextText

Top Task Types

Audio Recording
Object Detection
Question Answering
Text Summarization
Translation Localization

Freelancer Overview

I have over two years of experience as a freelance data labeler, working on a wide range of annotation tasks including text classification, entity tagging, sentiment analysis, and image labeling. I’ve contributed to projects requiring high levels of accuracy and consistency, often involving sensitive or specialized content related to health and medicine. My familiarity with both English and Bahasa Indonesia has allowed me to handle bilingual datasets effectively, especially within medical and educational contexts. Currently a senior medical student, I bring a strong foundation in health sciences, along with the ability to interpret complex medical terminology and patient interactions. I also work as a private tutor, which has honed my communication and teaching skills—beneficial for training AI models in educational and instructional settings. My background makes me particularly well-suited for labeling and evaluating data in the healthcare, education, and general AI domains.

Entry LevelKoreanEnglishJavaneseIndonesian

Labeling Experience

Multilingual Medical Chatbot Training

OtherTextQuestion AnsweringTranslation Localization
Annotated thousands of bilingual (English and Bahasa Indonesia) doctor-patient chat transcripts for a healthcare AI assistant project. Tasks included tagging medical entities (symptoms, medications, conditions), classifying user intents, translating/localizing content, and verifying the accuracy of chatbot responses for fine-tuning purposes. Maintained strict adherence to medical language accuracy and contextual consistency across annotations. Worked independently and as part of a QA loop to ensure labeling met high precision and recall targets.

Annotated thousands of bilingual (English and Bahasa Indonesia) doctor-patient chat transcripts for a healthcare AI assistant project. Tasks included tagging medical entities (symptoms, medications, conditions), classifying user intents, translating/localizing content, and verifying the accuracy of chatbot responses for fine-tuning purposes. Maintained strict adherence to medical language accuracy and contextual consistency across annotations. Worked independently and as part of a QA loop to ensure labeling met high precision and recall targets.

2025 - 2025

Education

M

Maranatha Christian University

Bachelor of Medicine, Medicine

Bachelor of Medicine
2019

Work History

G

Gantari

Private Tutor

Surakarta
2025 - Present
S

Self-employed

Freelance Academic Writer

N/A
2023 - Present