Elena Merdjanovska
Research Associate
Berlin, Germany
Summary
🤩
Rockstar🎓
Top SchoolElena Merdjanovska is a research-focused machine learning engineer with nine years of experience bridging applied ML and frontend product work, currently pursuing a doctoral degree at Humboldt-Universität zu Berlin and researching robust learning from partially incorrect labels under Prof. Alan Akbik. Her background spans academic signal-processing projects in ECG analysis, industry internships including confidence estimation for LLM prompting at Amazon, and practical frontend development using Ionic/Angular. Based in Berlin, she combines rigorous experimental research with hands-on engineering, having taught programming and worked on real-world product interfaces. Notably, she brings experience handling noisy, real-world datasets across domains—an asset for turning theoretical advances into usable, resilient ML systems.
9 years of coding experience
4 years of employment as a software developer
Master's degree Information and Communication Technologies, Master's degree Information and Communication Technologies at Mednarodna podiplomska šola Jožefa StefanaBachelor's degree Computer Technologies and Engineering, Bachelor's degree Computer Technologies and Engineering at Faculty of Electrical Engineering and Information Technologies - SkopjeDoctoral degree Machine learning, Doctoral degree Machine learning at Humboldt-Universität zu Berlin
English, German
Github Skills (24)
earth-observation10
pytorch10
artificial-intelligence10
named-entity-recognition10
satellite-data10
classification10
image-classification10
sequence-labeling10
machine-learning10
word-embeddings10
geospatial10
segmentation10
vision-transformer10
natural-language-processing10
object-detection10
Programming languages (1)
Github contributions (5)
elenamer/ecg_classification_DL
Apr 2021 - Apr 2022
ECGDL: A framework for comparative study of databases and computational methods for arrhythmia detection from single-lead ECG
Contributions:153 commits, 2 PRs, 72 pushes in 1 year
databasedatabasesmachine-learningarrhythmia-classificationecg
elenamer/raala
Mar 2025 - Apr 2025
Contributions:20 pushes in 16 days
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