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Computational Physiology Engineer (Data Science, Biosignals) (Praca zdalna)

Shen.AI

Wrocław, Gwiaździsta 66
20 000 - 27 000 PLN
Zdalna
B2B
Pattern recognition
DSP
🐍 Python
📊 Data Science
Algorithm Development
🤖 AI
Computer Vision
C++
💼 B2B
🌐 Zdalna
Pełny etat

At Shen.AI we deliver digital, smartphone-accessible health & wellness diagnostic tools that run locally on your mobile device. Based on a 30-second video scan of the human face, we extract over 25 health markers, such as Heart Rate, HRV, Blood Pressure, Stress Level and more. See the demo at https://demo.shen.ai/. The Shen.AI platform combines state-of-the-art computer vision and advanced vital signs processing with the power of AI for health and wellness monitoring. It provides real or near real-time display of health metrics, biofeedback, and preliminary diagnosis with recommended follow-up steps.Accountabilities: Develop deep learning models for biosignal analysis. Conduct research on deep learning architectures for biomedical signals. Provide feedback to data collection teams regarding experimental setups and procedures. Perform exploratory data analysis, create visualizations and share data-informed insights with the team Process, clean, and prepare biosignal data. Generate synthetic dataMonitor data quality and automate invalid data labeling. Identify and fix issues in data processing pipelines. Requirements: MSc / PhD in Computer Science, Mathematics, Biomedical Engineering or similar. Strong knowledge of SOTA machine learning trends, new architectures and signal processing methods. Experience with biosignal analysis (ECG, EEG, PPG or similar). 3+ years of experience with data analysis and neural networks. Proficiency in Python and scientific libraries (Scikit-learn, Scipy, Numpy, Pandas and MatplotLib). Experience with PyTorch/Tensorflow. Interest in human physiology, medicine, and wellness. Nice to have: Previous c++ experience knowledge of Computer Vision domain Data mining experience What We Offer: Opportunity to co-create meaningful technology and products that improve people’s lives. Culture of ownership, openness and trust, working in a small dream team. The most effective and proven cooperation methodologies and tools. Freedom and flexibility working remotely or on-site in Wrocław, Poland, or in Tallinn, Estonia. Private healthcare. Work equipment and tools of your choice.

Wyświetlenia: 8
Opublikowana6 dni temu
Wygasaza 24 dni
Rodzaj umowyB2B
Tryb pracyZdalna
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