IoT Sensor Data ML Specialist
Budget: €15 – €40 EUR
I'm seeking an expert in time series analysis and signal processing to work with IoT sensor data. The primary task involves classification using machine learning.
Key requirements include:
- Data Cleaning & Feature Engineering: Ensure the dataset is ready for model training.
- Time Series Analysis: Proficient in Fourier Transform and Wavelet Transform.
- ML Model Development: Design, train, validate, and tune classification models.
- Deployment Pipelines: Build and maintain pipelines for model deployment.
- End-to-End Process Understanding: Provide insights and improvements if model accuracy is lacking.
Ideal skills and experience:
- Strong background in machine learning and time series analysis.
- Experience with IoT data.
- Proficiency in Python and ML libraries (e.g., TensorFlow, scikit-learn).
- Ability to communicate complex concepts clearly.
Key requirements include:
- Data Cleaning & Feature Engineering: Ensure the dataset is ready for model training.
- Time Series Analysis: Proficient in Fourier Transform and Wavelet Transform.
- ML Model Development: Design, train, validate, and tune classification models.
- Deployment Pipelines: Build and maintain pipelines for model deployment.
- End-to-End Process Understanding: Provide insights and improvements if model accuracy is lacking.
Ideal skills and experience:
- Strong background in machine learning and time series analysis.
- Experience with IoT data.
- Proficiency in Python and ML libraries (e.g., TensorFlow, scikit-learn).
- Ability to communicate complex concepts clearly.