Summary
Overview
Work History
Education
Skills
Timeline
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Viktoriia Shtefan

AI Tutor, Data & Support Specialist
Haifa, Israel

Summary

Licensed medical professional with a strong background in diagnostic data analysis and AI-driven healthcare solutions. Skilled in AI tutoring, data annotation, and ensuring data quality for model training. Experienced in interpreting clinical results and creating structured medical content for AI systems. Proven ability to translate complex medical data into clear insights. Knowledgeable in software workflows (OOP, QA, iOS basics). Licensed to practice in Israel after passing the national exam. Eager to apply analytical and research skills to diverse AI and technology projects.

Overview

4
4
years of professional experience
6
6
years of post-secondary education
5
5
Languages

Work History

AI Medical Tutor

Mindrift
01.2025 - Current
  • Developed high-quality, clinically accurate medical dialogues and case-based tasks for training advanced AI healthcare models, simulating real-world medical reasoning and patient management scenarios.
  • Designed prompts requiring multi-step clinical reasoning, diagnostic decision-making, treatment modeling, and interpretation of patient histories, lab results, and examination findings.
  • Integrated detailed patient histories, examination findings, and lab results into interconnected case-based tasks to enhance AI medical reasoning and analytical capabilities.
  • Contributed to building safer, accurate AI healthcare tools by designing ethically aligned, clinically valid content that improves public access to reliable medical information.

Data Specialist & Customer Support Agent

650 Health
05.2023 - 01.2025
  • Utilized AI algorithms to automatically analyze large datasets (blood and urine test results), identifying trends and anomalies, which accelerated problem detection and reduced manual analysis time.
  • Automated query classification and response generation using AI, significantly improving communication efficiency between laboratories, doctors, and patients, reducing issue resolution time by 30%.
  • Explained complex lab and medical data clearly to patients, ensuring accurate understanding of test results. Performed detailed data quality checks to ensure accuracy and compliance with healthcare standards.
  • Collaborated with doctors, lab staff, and support teams to ensure patient results were communicated accurately and clearly.

Technical Service Representative

Geeks For Less
03.2021 - 05.2023
  • Provided technical support for healthcare systems, resulting in a 25% reduction in system downtime through effective troubleshooting and proactive maintenance.
  • Worked with internal databases and automated backup systems, gaining hands-on experience with system recovery protocols and structured data environments.
  • Collaborated with tech and medical teams to integrate digital health solutions.

Education

M.D. - Medicine

V. N. Karazin Kharkiv National University
05.2017 - 07.2023

Skills

  • AI and healthcare technology integration

  • Prompt Engineering & Task Creation

  • Medical Data Analysis

  • Advanced English

  • Swift & iOS Development Foundations

  • Jira & Agile Tools

  • REST APIs

Timeline

AI Medical Tutor

Mindrift
01.2025 - Current

Data Specialist & Customer Support Agent

650 Health
05.2023 - 01.2025

Technical Service Representative

Geeks For Less
03.2021 - 05.2023

M.D. - Medicine

V. N. Karazin Kharkiv National University
05.2017 - 07.2023

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Viktoriia ShtefanAI Tutor, Data & Support Specialist