Islamabad, Islāmābād, Pakistan
I'm a Biomedical Engineer specializing in one thing: turning raw biomedical data into clean, analyzed, publishable results. That means ECG, EEG, PPG, GSR, DICOM, and echocardiography — from the noisy raw signal all the way through preprocessing, feature extraction, deep learning classification, statistical analysis, and research writeup. I build reproducible pipelines on GitHub that deploy straight to Google Colab, so every client and collaborator can actually run and verify the work. I currently have a research paper under review at PeerJ on hybrid deep learning + hand-crafted feature fusion for myocardial infarction classification from echocardiography, built on the same methodology I apply to client projects. What I do: • Biosignal processing — ECG, EEG, PPG, GSR (filtering, HRV, feature extraction) • Medical image & DICOM analysis — echocardiography, MRI, ultrasound pipelines • Computer vision methods applied to clinical modalities — Grad-CAM, segmentation, detection • ML/DL model development — PyTorch, TensorFlow, hybrid feature fusion • Reproducible research pipelines — GitHub → Google Colab • Statistical analysis — Python, R, RStudio • Research figures — Draw.io methodology block diagrams, IEEE-ready pipeline visuals • Research & technical writing — LaTeX, IEEE/APA, full paper drafts --- 4+ years · 20+ projects · Active peer-reviewed researcher · Freelance on Upwork → If your data came from a sensor on a human body or a medical imaging device, message me.
I provide research-driven, technically sound solutions to clients in biomedical engineering and scientific computing. My Upwork portfolio spans projects across medical image processing (CT, MRI, DICOM), physiological signal analysis (EEG, ECG, GSR, PPG), and data science using tools like MATLAB, Python, and R. I specialize in bridging engineering, healthcare, and data — helping clients turn raw biomedical data into actionable insights.
Completed an on-site biomedical engineering internship at a hospital, where I gained hands-on experience with medical devices through installation, calibration, and troubleshooting. Worked closely with clinical staff to ensure safe and effective equipment performance, while conducting routine inspections and documenting technical reports to support patient care.
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