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Achievement: YOLOAchievement: Pull Shark

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mariam-hedgie/README.md

hi, i’m mariam 👋

🎓 biomedical engineering + cs @ johns hopkins

💻 machine learning · computer vision · neurotech · diagnostics · robotics

🦔 curious about ai and human-machine interfaces


currently building

func-neuro badge

Combining intracranial EEG with motion-tracked video to model neural-motor dynamics using custom ML models.


built

Eyedentify-AI badge

AI tool to detect eye conditions using PyTorch + Grad-CAM · 🌐 Flask app with doctor/patient UIs


Radiology AI Pipelines badge

End-to-end radiology pipelines spanning chest X-ray segmentation, classification, and report generation.


NeuroStream badge

Real-time neural signal simulation and quality monitoring system with automated incident logging and diagnostic rules.


🔗 Let’s connect

LinkedIn  |  mhusai10@jh.edu

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  1. radiology-ai-pipelines radiology-ai-pipelines Public

    End-to-end radiology ML pipelines for chest X-ray segmentation, classification, and report generation using frozen vision foundation models and lightweight task-specific heads.

    Python

  2. Eyedentify-AI Eyedentify-AI Public

    an AI-powered tool to diagnose and track ocular diseases

    Jupyter Notebook 2

  3. NeuroStream NeuroStream Public

    Lightweight simulated neural streaming dashboard with per-channel signal quality monitoring and incident logging.

    Python

  4. functional-neurosurgery functional-neurosurgery Public

    Investigating how phase-dependent cortical stimulation asymmetrically reshapes multivariate motor control and predicting motor disruption with neural state features.

    Python 1

  5. Johns-Hopkins-URC-Mars-Rover/AutonomousTyping Johns-Hopkins-URC-Mars-Rover/AutonomousTyping Public

    An Autonomous Typing system that autonomously types on a keyboard by detecting keys using computer vision and transmitting robot movements vectors via ROS 2 communication

    Python 1

  6. Johns-Hopkins-URC-Mars-Rover/object_detection_new Johns-Hopkins-URC-Mars-Rover/object_detection_new Public

    Python