PROFESSIONAL SUMMARYI am an Algorithm Scientist at Murata Vios, a leading wearable medical device company. I have 9+ years of experience in algorithm design, including 2.5+ years in the US industry (Permanent Resident). I hold a PhD in Computer Engineering from Northeastern University, where I focused on ML inference with 3D brain stimulation and multimodal neuroimaging seizure detection. EXPERTISE• Designing deep learning (e.g., CNN, RNN), generative AI (e.g., VAE, LSTM), and machine learning models (e.g., random forest, SVM) for segmentation, classification, reconstruction, multimodal fusion, prediction, etc.• Developing computer vision algorithms for 2D, 3D imaging in Python (PyTorch, TensorFlow, OpenCV), and signal processing algorithms in MATLAB and Python for time-series biomedical signals and sensors• Proficiency in data curation, feature extraction, statistics, root cause analysis, explainability, version control• Experience collaborating with cross-functional teams, deriving research scope, analyzing algorithm deployment, complying with regulatory standards, and communicating findings to diverse stakeholdersTECHNICAL SKILLS • Python: PyTorch, TensorFlow, Keras, Scikit-learn, OpenCV, Scikit-image, Pandas, SHAP, NumPy, Matplotlib, Seaborn, TensorBoard, Nibabel, Pydicom• ML and Signals: VAE, U-Net, YOLO, Mask R-CNN, Vision Transformer, Wavelets, Fourier, Filtering• Programming: MATLAB, C, C++, Java, Linux (Terminal, GUI), SQLite• IDE and Deployment: Visual Studio Code, Jupyter, Docker, Android Studio• Cloud and Office: GitHub, BitBucket, Firebase, AWS S3, HTML, Microsoft Office, Overleaf (LaTeX)• Imaging and Workflow: FSL, ITK-SNAP, Adobe Suite, Roboflow