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My Projects
& research

Welcome to my Projects and Research page! This section highlights my interests and passions in exercise science, along with some of my published research.

Published Research

Impact and Muscle Activation Differences Between Incline Walking and Jogging

At matched isocaloric intensity, level-grade jogging produced significantly higher foot and sacrum accelerations and greater peak and integrated muscle activation—particularly in the tibialis anterior and vastus lateralis—compared to 20% grade incline walking, highlighting incline walking as a lower-impact alternative with comparable metabolic demand.

Physiological and Perceptual Responses to Isocaloric Incline Walking and Jogging

When performed at matched energy cost, 20% grade incline walking and level-grade jogging elicited similar oxygen uptake, heart rate, and substrate oxidation; however, jogging was associated with higher enjoyment and preference scores, indicating meaningful perceptual differences despite equivalent physiological demand.

Treadmill Design and Incline Shape Biomechanical Loading During Locomotion

This study demonstrated that treadmill deck design and incline slope significantly influence impact accelerations, muscle activation patterns, heart rate, and perceived exertion during walking and jogging, indicating that mechanical treadmill characteristics meaningfully affect biomechanical and physiological responses.

Cycling Analysis Software

A custom performance analysis platform for cyclists, combining power, cadence, torque, terrain, and physiological metrics to turn ride data into actionable insights. Built for applied coaching, athlete monitoring, and long-term performance development.

  • Fatigue and variability analysis across training blocks

  • Lap-by-lap performance comparison across power, cadence, speed, and heart rate

  • Integrated analysis of power, cadence, speed, torque, elevation, and heart rate

  • Ride-level and lap-level performance breakdowns for direct comparison

  • Athlete-specific metrics for longitudinal performance tracking

  • Built for real-world outdoor cycling data

Other Projects

Alongside my cycling analysis platform, I’m developing applied projects centered on performance data, visualization, and biomechanics.

Data Visualization & Performance Animations

Developing custom visualizations and animations to communicate complex cycling and physiology data more clearly, including time-series overlays, performance trends, and explanatory graphics for athletes and coaches.

Cadence, Crank Length & Performance Mechanics

An applied biomechanics project examining how cadence and crank length interact with power production, comfort, and performance across different riding conditions.

Applied Cycling Data Experiments

Ongoing exploratory projects using real-world ride data to test analysis methods, compare metrics, and refine how cycling performance is quantified and interpreted.

Educational Tools & Concept Development

Side projects focused on translating performance science concepts into clear frameworks, visuals, and tools for learning and application.

Data Visualization & Performance Animations

Developing custom visualizations and animations to communicate complex cycling and physiology data more clearly, including time-series overlays, performance trends, and explanatory graphics for athletes and coaches.

Content Creation

Creating educational content that translates performance science, physiology, and training concepts into clear, engaging formats for athletes and coaches, including videos on multiple social media platforms, visuals, and written explanations.

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