Resume

Rita Naumenko

Junior Machine Learning Engineer · BSc Data Science and Society

Summary

Junior ML Engineer with hands-on experience building machine learning pipelines for geospatial and computer vision applications. Currently studying Data Science and Society alongside part-time engineering work.

Experience

Junior Machine Learning Engineer · Cyclomedia · Vienna, Austria · Aug 2025 – present

  • ML pipelines for geospatial imagery processing
  • Skills: Python, Machine Learning, Git, Azure DevOps, CI, Hugging Face, ML Pipelines

Junior Machine Learning Engineer · EnliteAI (acquired by Cyclomedia) · Vienna, Austria · Apr – Jul 2025

  • Part of the Detekt team, working on object detection and AI/ML infrastructure
  • Skills: Python, PyTorch, Git, CI, FiftyOne, GitLab, Geospatial Intelligence

Data Quality Specialist / ML Data Specialist · EnliteAI · Vienna, Austria · Oct 2024 – Mar 2025

  • ML data labelling, quality assurance, and annotation guideline development for geospatial datasets
  • Skills: ML data, Data Quality Assurance, Geospatial Data, Labelbox, Figma, Technical Writing

Skills

  • ML & CV: Python, PyTorch, OpenCV, Hugging Face, FiftyOne
  • Engineering: Git, Docker, CI/CD, Azure DevOps, GitLab
  • Data: SQL, pandas, geospatial data, Labelbox, data quality assurance

Projects

  • Medical Image ETL Pipeline: modular OOP pipeline for standardizing medical imaging datasets (details)
  • Cliff Programmer: Hangman-style browser game for guessing programming concepts, ported from a hackathon terminal app to Shiny for Python (play)

Contact

ritanaums@gmail.com · LinkedIn · GitHub