The 50,000 Pound Hour: My First Step to a New Level of Strength
How combining movement science with modern web and AI tooling can improve client outcomes and workflows.
9/9/2025
Available for roles in Kinesiology & Health Tech
Noah Muller | B.Kin, CSEP-CPT, HMS, IMT
Registered Kinesiologist, Personal Trainer & Health Technology Developer
Bridging the gap between human movement science and innovative technology to improve client outcomes.
What I Do
Clinical Practice
Movement assessments, exercise programming, and client-centered outcomes with evidence-based methods.
Technology Projects
Full‑stack development with Next.js and TypeScript. Strong focus on accessibility and performance.
Personal Training
Strength and conditioning programs tailored to goals, injuries, and readiness—with clear progress tracking.
Featured Work
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HPPAP – Open Source Pain Assessment Tool
Standard 1-10 pain scales often fail to capture the full picture of a client's experience. To address this, I developed HPPAP, an open-source web app that provides a more comprehensive, multidimensional pain assessment, allowing clinicians to gain deeper insights into a patient's condition.
ReactTypeScriptVite
Advanced Calorie Estimator
While standard MET calculations are a useful baseline, they don't account for individual differences in fitness and physiology. I engineered a more precise solution: a Python-based machine learning model trained on real-world data to provide a more personalized and accurate prediction of a client's energy expenditure during exercise.
Pythonscikit-learnPandas
AI-Powered Overhead Squat Assessor
A clinical tool designed for physical therapists and trainers to streamline movement screening. This application uses AI to analyze observational and goniometric data from an overhead squat, identifying potential muscle imbalances. It then generates a fully customizable, data-driven corrective exercise plan, complete with exercise alternatives and exportable reports, enhancing diagnostic efficiency and client care.
ReactTypeScriptGemini APITailwind CSS
Recent Posts
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Beyond the Score: Introducing HPPAP, A Modern Tool for Holistic Pain Management
A free, open-source, and privacy-first web app designed to empower you in your pain management journey.
9/9/2025