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My name is
Samuel Wales-McGrath
and I study
Computer Science
at The Ohio State University.

Who I am?

I’m an Honors Computer Science & Engineering student at The Ohio State University, focused on applying machine learning and software engineering to challenges in medicine, industry, and startups. My work spans computational pathology research, full-stack development, and early-stage product design. I’m passionate about building impactful technology through research, scalable systems, and entrepreneurial projects, and I’m always looking to collaborate on high-impact work at the intersection of CS and health.

Samuel Wales-McGrath
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Industry and Research Experiences
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Jul 2025 – Present

Research Assistant – AI4Path Lab

The Ohio State University

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May 2025 – Aug 2025

R&D Intern – Computational Pathology

PredxBio

Built a platform-agnostic QC pipeline for multiplex immunofluorescence, reducing slide review time by 90% and enabling clinician-ready outputs.

Developed fast, explainable modules for blur and edge artifact detection, integrated into the commercial translational workflow.

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March 2025 – June 2025

Co-Founder & CTO

inPstockRx

Built MVP for real-time medication availability platform simulating pharmacy inventory data.

Led development of search tools and admin interfaces, helping bridge provider access to local Schedule II medication supply.

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June 2023 – August 2024

Research Intern – Pediatric Oncology

Case Western Reserve University

Studied radiosensitizing effects of CDDO-2P-Im in DIPG using imaging-based assays and statistical analysis.

Authored a research manuscript and received the Scientific Advancement Award for contributions to DIPG research.

Skills
PROJECTS
name:'Computer Vision Form Analysis',
tools: ['Python', 'MediaPipe', 'YOLO', 'PyTorch', 'React', 'Django', 'JWT', 'RESTful APIs],
myRole:Personal Project,
Description: Developed an AI model leveraging Python, MediaPipe, and YOLO to analyze soccer shooting form, providing actionable feedback for players. Mitigated overfitting by expanding labeled datasets and optimizing model performance with PyTorch on diverse video footage. Built a full-stack application with React and Django, integrating user authentication via RESTful APIs and JWT, supporting interaction with the AI model.,
};
name:'Full-Stack Rehabilitation Tracker',
tools: ['Next.js', 'Node.js', 'Firebase', 'Tailwind CSS],
myRole:Personal Project,
Description: Created a rehabilitation tracker enabling users to log daily progress and uncover trends using a Firebase database. Resolved user authentication challenges by mastering Firebase, successfully implementing secure signup and login features. Designed an intuitive user interface using Next.js and Tailwind CSS, ensuring an engaging user experience.,
};
name:'Audio Transcription and Translation Website',
tools: ['React', 'Machine Learning', 'JavaScript],
myRole:Personal Project,
Description: Built a React-based web application that enables users to transcribe spoken audio into text and translate it into a selected language. Integrated machine learning models for audio processing to ensure accurate transcription and seamless translation. Focused on providing an intuitive and responsive user experience.,
};
name:'Sign Language Recognition Model',
tools: ['Python', 'OpenCV', 'MediaPipe', 'NumPy', 'TensorFlow', 'Flask],
myRole:Personal Project,
Description: Developed a machine learning model trained on 30 common sign language words and phrases. Used OpenCV, MediaPipe, NumPy, and TensorFlow for model training. Deployed the model using a lightweight Flask application, enabling real-time sign language recognition from webcam input.,
};
name:'Astronomy Picture of the Day Website',
tools: ['React', 'NASA API', 'JavaScript],
myRole:Personal Project,
Description: Created a simple and visually appealing React website that displays NASA’s Astronomy Picture of the Day. The site dynamically updates daily to showcase the latest image, along with its description and date. Focused on creating a clean and user-friendly interface.,
};
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Educations
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Bachelor Degree in Computer Science Engineering

The Ohio State University

GPA: 4.0/4.0

Contact me

If you have any questions or concerns, please don't hesitate to contact me. I am open to any work opportunities that align with my skills and interests.

samuelwalesmcgrath@gmail.com

+3308880610