Rishi Shah

About Me

  • Schulich Leader Scholar at McMaster Engineering
  • Machine learning researcher focused on adversarial robustness
  • Developer of medical AI tools and 3D-printed robotics
  • Founder of 3D Forge and Co-founder of Hack49 Global
  • Experience with U-Net segmentation, AR, and real-time systems

Skills

  • Machine Learning
    PyTorch, Keras, Adversarial Robustness
  • Computer Vision
    OpenCV, ITK SNAP
  • Embedded Systems
    Arduino, Raspberry Pi
  • Programming Languages
    Python, Java, C#, C++
  • Tools & Platforms
    Unity, Git/GitHub, VS Code
  • 3D Modeling
    Fusion 360, Blender, SketchUp, CURA

Interests

Medical AI

Developing machine learning models to enhance diagnostic accuracy and predictive analytics in healthcare.

Cyber Security

Researching adversarial attacks on machine learning models to enhance AI security and developing a robust CV model of my own.

Mechatronics

Combining mechanical engineering, electronics, and computer science to create innovative solutions.

My Work

Work 1

From Pixels to Precision

Developed a neural network that segments surgical tools from minimally invasive surgical videos.

Work 2

Adversarial Attacks

Conducted adversarial attacks of AlexNet, CORnet-S, and ResNet18 trained on ImageNet100, MNIST, and CIFAR100

Work 3

Gesture Controlled Robotic Arm

Developed a robotic arm controlled by hand gestures using computer vision and Arduino.

Work 1

Pose Estimation Model

Takes an input video and performs pose estimation through a Keypoint R-CNN model and OpenCV

Work 2

Zephyr

Developed a Gemini-trained voice assistant integrating Spotify, calendar, weather, and personalized news.

Work 3

SkinVis

Using VGG-16 CNN for Early Skin Cancer Detection.

See More

Contact Me

rishishah994@gmail.com

Download Resume

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