I will analyze eeg, ppg and ecg signals and build ml models

5.0
5.0

Germany

I speak English, Turkish, German

1 order completed

Academician

Biomedical Engineering PhD and AI/ML Engineer with 10+ years’ experience. I help clients build and improve models: preprocessing, training, hyperparameter tuning, evaluation (AUC/DSC/F1), and deployme...
About this Gig

Biomedical Engineering PhD & AI/ML Engineer (10+ years). I help researchers and startups turn EEG/ECG recordings into results: preprocessing, feature extraction, classification/regression, and clear reporting.


Included:

- Import EDF/BDF/CSV/MAT, channel selection, resampling

- Bandpass/notch filters, artifact handling (baseline, ICA optional)

- Time/frequency features (PSD, wavelets), HRV, connectivity

- ML/DL models (SVM/RF/XGBoost, CNN/LSTM if needed)

- Evaluation: cross-validation, subject-wise splits, leakage prevention

- Deliverables: Python/MATLAB code, plots, metrics, short report, instructions


Message me before ordering with: data sample, sampling rate, channel list, labels, and your target outcome.


Note: Engineering/research support only; no medical diagnosis.

Expertise:

Image processing

Classification

Clustering

Programming language:

Python

R

MATLAB

APIs:

Microsoft Computer Vision AI

Google Cloud Vision API

Tools:

Jupyter Notebook

TensorFlow

Excel

Colab

Frameworks:

Scikit-learn

DeepPy

Keras

PyTorch

TensorFlow

Reviews

1 reviews for this Gig
5.0

(1)
(0)
(0)
(0)
(0)
Rating Breakdown
  • Seller communication level
    5
  • Quality of delivery
    5
  • Value of delivery
    5
Sort By
Most relevant
  • J

    junglina

    DE

    Germany

    5

    Pinar must be one of the best freelancers here. After being disappointed by many others, she's the only one that could help me out. She was very patient to explain everything to me in details and was ready to adjust the delivery upon my requests. I can only recommend her further and I'll surely reach back to her, if I ever need help again!

    $200-$400

    Price

    2 days

    Duration

    Helpful?
    Yes
    No
Reviews

1 reviews for this Gig
5.0

(1)
(0)
(0)
(0)
(0)
Rating Breakdown
  • Seller communication level
    5
  • Quality of delivery
    5
  • Value of delivery
    5
Sort By
Most relevant
  • J

    junglina

    DE

    Germany

    5

    Pinar must be one of the best freelancers here. After being disappointed by many others, she's the only one that could help me out. She was very patient to explain everything to me in details and was ready to adjust the delivery upon my requests. I can only recommend her further and I'll surely reach back to her, if I ever need help again!

    $200-$400

    Price

    2 days

    Duration

    Helpful?
    Yes
    No