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Yulia Ilnytska

Yulia Ilnytska

Medical Domain Expert – AI Model Evaluation and Fact-Checking

Ukraine flagPodilsk, Ukraine
$35.00/hrEntry Level

Key Skills

Software

No software listed

Top Subject Matter

Medical AI Evaluation
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

Question AnsweringQuestion Answering
ClassificationClassification
SegmentationSegmentation
Data CollectionData Collection
TranscriptionTranscription
Object DetectionObject Detection
Entity (NER) ClassificationEntity (NER) Classification
RLHFRLHF
Text GenerationText Generation
Text SummarizationText Summarization
Fine-tuningFine-tuning
Red TeamingRed Teaming
Evaluation/RatingEvaluation/Rating
Function CallingFunction Calling
Point/Key PointPoint/Key Point
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Medical Domain Expert – AI Model Evaluation and Fact-Checking. Brings 13+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Residency Certificate, Odesa National Medical University (2021) and Doctor of Medicine, Odesa National Medical University (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Entry LevelEnglishGermanUkrainian

Labeling Experience

Medical Domain Expert – AI Model Evaluation and Fact-Checking

Text
Contributed medical expertise to the evaluation of AI models in the healthcare domain. Ensured accuracy and safety of medical AI outputs by performing fact-checking and detailed protocol review. Assessed chain-of-thought reasoning and adversarial test cases to validate model behavior. • Maintained strict adherence to medical annotation guidelines. • Focused on evidence-based criteria in evaluation tasks. • Leveraged multilingual skills for precise data review. • Enhanced model safety for critical healthcare use cases.

Contributed medical expertise to the evaluation of AI models in the healthcare domain. Ensured accuracy and safety of medical AI outputs by performing fact-checking and detailed protocol review. Assessed chain-of-thought reasoning and adversarial test cases to validate model behavior. • Maintained strict adherence to medical annotation guidelines. • Focused on evidence-based criteria in evaluation tasks. • Leveraged multilingual skills for precise data review. • Enhanced model safety for critical healthcare use cases.

Present

Education

O

Odesa National Medical University

Residency Certificate, Anesthesiology and Intensive Care

Residency Certificate
2019 - 2021
O

Odesa National Medical University

Doctor of Medicine, Medicine

Doctor of Medicine
2013 - 2019

Work History

P

Podilsk City Hospital

Anesthesiologist and Intensivist

Podilsk
2021 - Present
B

Balta Multidisciplinary Hospital

Resident Physician, Anesthesiology

Balta
2019 - 2021