1001 Freelance Projects -- Python Developer for Heart Rhythm Subclassification Algorithm

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Today is: 10-May-2025 18:39 GMT

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Project title:	Python Developer for Heart Rhythm Subclassification Algorithm
Posted by:	External project from PeoplePerHour
Started:	17-Feb-2025 04:35 GMT
Description:	Expected duration: 1 - 2 weeks 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.
Project ID:	3422223
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