Riya Modi

Background

About Riya Modi

I’m a Biomedical Data Scientist pursuing a Master’s in Biomedical Engineering at Johns Hopkins University, specializing in medical imaging, machine learning, and real-world healthcare data. With a strong foundation in image segmentation, physiological signal processing, and EHR analytics, I’m passionate about building intelligent systems that improve diagnostics, clinical workflows, and patient care. I am and have worked on various projects across different domains like- Medical Imaging & AI: MRI Shape analysis, Histopathology image segmentation (ResNet-50, U-Net), 3D WSI analysis, tumor classification - Healthcare Data Science: EHR-based risk stratification (XGBoost, LSTM), shortage forecasting, and clinical dashboards - Signal Processing & Monitoring: ECG, PPG, EMG, and motion data analysis for early disease detection - Business Intelligence: Interactive data visualizations and SQL-based pipelines using Power BI & Tableau Technical Skills: Python | SQL | R | MATLAB | TensorFlow | PyTorch | Scikit-learn | Power BI | Tableau | MNE | OpenCV Expertise: Machine Learning, Deep Learning, Predictive Modeling, Time-Series Analysis, Feature Engineering, Data Visualization Domains: Histopathology, EHR Analytics, Remote Patient Monitoring, Reproductive Health, Public Health Supply Chain I'm actively seeking opportunities in data science, AI-driven healthcare, health informatics, and bioinformatics — especially where I can contribute to real-world impact using ML, LLMs, and clinical data. rmodi6@jh.edu Let’s connect or collaborate — always open to research, internships, and innovation-driven teams!