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English
$
USD
I will do data science and signal processing projects
About this Gig
Experienced Data Analysis, Signal Processing & Machine Learning Specialist especially in Bio-Signals (EEG, fNIRS, fMRI)
Struggling with noisy, messy data? I offer professional data analysis, signal processing, and machine learning services focused on bio-signal and neuroimaging data.
Core Skills:
- EEG, fNIRS, in vitro signal processing & artifact removal
- Time-series analysis, filtering, feature extraction & statistical modeling
- fMRI & neuroimaging analysis (preprocessing, GLM, connectivity, ICA)
- 2D/3D image processing & computer vision
- NIH/NIfTI, BIDS-format dataset handling
- Machine learning & deep learning (classification, regression, CNN, LSTM)
- Model deployment via AWS SageMaker, Docker, REST APIs
- Data visualization & reproducible pipelines
Tools & Technologies:
- Python (NumPy, SciPy, Pandas, MNE-Python, scikit-learn, TensorFlow, PyTorch), MATLAB (EEGLAB, FieldTrip, SPM, ERPLab), AWS SageMaker, Jupyter Notebook, Git, Docker, Wavelet Transform, FFT, PCA/ICA, Nilearn, ANTs, FSL
Techniques: Denoising, time-frequency & connectivity analysis, dimensionality reduction, feature engineering Clean code, rigorous methodology, clear documentation.
Please message me before ordering.
My Portfolio
FAQ
Any model deployment?
Yes! I deploy ML/DL models using AWS SageMaker, Docker, and REST APIs (Flask/FastAPI) for real-time or batch inference. From training to production-ready endpoints, I deliver scalable, reproducible deployments. Message me your use case for the best approach!
Can you sign an NDA for sensitive/medical data?
Yes, I'm glad to sign an NDA and handle sensitive or clinical data with strict confidentiality.
What if I only have a small or messy dataset?
No problem, I can work with limited or messy data and advise on best practices for cleaning and improving data quality.
