I will do advanced machine learning, signal processing, and data analysis in python
About this Gig
Are you an academic or researcher struggling with noisy data or complex predictive modeling?
With over a decade of hands-on scientific experience and specialized expertise in IoT-based monitoring systems, I provide advanced data processing and machine learning solutions tailored for academic and scientific research. I don't just run code; I understand the science behind the data.
What I Offer:
- Data Cleaning & Signal Processing: Noise reduction and state estimation using Kalman, Butterworth, and Wiener filters.
- Machine Learning Models: Implementation and tuning of Random Forest, SVM, k-NN, and advanced Physics-Informed Neural Networks (PINNs).
- Data Visualization: Publication-ready graphs and charts using Matplotlib and Pandas.
- Code Documentation: Clean, heavily commented Python code that you can confidently include in your thesis or methodology section.
Perfect for: Researchers working with sensor data, environmental/agricultural metrics, time-series forecasting, and early warning systems.
Message me before ordering so we can discuss the specific architecture of your data!
Programming language:
Python
•
R
•
Colab
Tools:
Jupyter Notebook
•
Excel
•
Colab
•
Azure ML Studio
Technology:
Python
•
PyTorch
•
scikit-learn
•
Colab
•
Pandas
•
RStudio

