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Freelance Python / Украина
Freelance Job: Python Developer for Heart Rhythm Subclassification Algorithm
Украина
Опубликован вwww.peopleperhour.com
17 фев 2025
We are looking for an experienced Python developer with expertise in machine learning and signal processing to collaborate on developing a heart rhythm subclassification algorithm. Our goal is to further refine ECG rhythm analysis by subclassifying heart rhythms based on specific characteristics using the data we provide.
Scope of Work:
Develop a subclassification algorithm for heart rhythms using ECG data.
Implement machine learning techniques to categorize rhythms into finer subgroups.
Work closely with our team to integrate domain-specific logic for classification.
Optimize the model for accuracy, precision, and real-time performance.
Validate and test the model against labeled ECG datasets.
Required Skills & Expertise:
Proficiency in Python and relevant ML frameworks (TensorFlow, PyTorch, Scikit-learn).
Experience in ECG signal processing, time-series analysis, and feature engineering.
Strong understanding of classification models, deep learning (CNNs, RNNs, LSTMs).
Knowledge of cardiac rhythm characteristics and ECG interpretation is a plus.
Experience with data preprocessing, augmentation, and statistical validation.
Preferred Qualifications:
Prior experience working with medical or physiological datasets.
Ability to collaborate and iterate based on medical/clinical feedback.
Experience with deploying AI models via APIs or embedded systems.
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