I have over 25 years professional experience working in key scientific research, testing, evaluation, and innovation capacities, and have been directly involved with the latest technological advances in scientific disciplines such as next generation measurement system technologies, advanced software and control algorithms, biomechanical modeling and simulation, and functional sports performance analysis and training.
Advanced measurement technologies I have had the opportunity to work with over my 25 year career include:
- Motion capture systems – passive, active, and electromagnetic systems
- Inertial measurement units (IMUs) – MEMS-based motion tracking technologies,
- Launch monitors – optical and radar based systems for both golf and baseball
- Prosumer high speed camera systems (120 – 1000 fps) – body measurement
- Ultra high speed camera technologies (1,000 fps – 10,000 fps) – impact and resultant ball measurement
- Custom CMOS image capture systems
- Markerless mocap computer vision systems
- Neural performance (electroencephalography – EEG) technologies (Versus, Halo Neuroscience, Advanced Brain Monitoring)
- Visual and neuromotor sensory skill technologies (Senaptec, Axon Sports)
- Surface and intramuscular electromyography (EMG)
- In-ground and portable force plates and pressure mats
- Novel pressure sensors and in-shoe pressure insole systems
- Customized dynamic grip force measurement systems
- Pre-impact golf club high speed motion measurement: optical and laser based
- Downrange optical golf ball tracking technologies (military-based tracking systems)
- Servo-hydraulic testing systems including remote parameter control (RPC) software
- Rate gyros, accelerometers, and strain gages
- Vibration and sound monitoring
- Pressure transducers, thermocouples, LVDTs, and RVDTs
- Infrared thermal cameras
- Oscilloscopes, function generators, and strip chart recorders
- LabVIEW and SoMat data acquisition equipment
I have over 25 years experience specializing in the biomechanics and biodynamics of human performance, particularly in orthopedic and sports performance applications. I have over 20 years of experience in advanced sports performance analysis and testing using the most innovative sports science techniques, including 3D motion measurement, inertial motion tracking, vector based kinematic analysis, inverse and forward dynamics modeling and simulation, and real-time biofeedback training to assess athletic performance and analyze injury risk. I have over 20 years of experience working with motion capture technologies including passive and active optical systems, electromagnetic systems, and MEMS based inertial motion tracking systems including system setup and calibration, data collection, post-processing, visualization capabilities, and outputting data in any format.
I have developed some of the most advanced and realistic 3D musculoskeletal models for prediction, analysis, and validation of the kinetics of human movement. My models have been used to better understand biodynamics in applications such as sports performance, athlete interaction with sports equipment, and the design and evaluation of orthopedic devices including hip and knee implants and spinal fusion devices. I have over 10 years of experience in the development and implementation of dynamic musculoskeletal models using the vectorized kinematic approach of Kane’s Method as well as the trigonometric kinematic approach of Newton-Euler and Lagrangian formulations for the dynamic equations of motion. I am experienced with the use of advanced symbolic manipulator software programs (Autolev, Maple) for biomechanical model derivation and programming of the dynamics equations of motion (Matlab, C/C++) as well as turnkey software solutions (ADAMS, FigMOD, LifeMOD).
I have over 5 years of experience completing stress analyses with classical and finite element methods to analyze various structures and products in automotive, orthopedic implant, and sports equipment markets. I have a demonstrated ability to solve both linear and non-linear stress and thermal problems. I have experience conducting nonlinear contact problems and material stress/strain relationships. I also have experience in analyzing stress changes to implants and surrounding bone in dynamic simulations, as well as analyzing bone remodeling changes due to hip and knee implants as well as spinal fusion devices.
I have considerable experience with developing and utilizing advanced analytical and computational methodologies. This includes Monte Carlo simulation methods, neural network modeling, gradient-based optimization methodologies, and custom written algorithms (Matlab, Python), particularly in rigid body dynamic analyses and product design optimization problems. I have experience implementing Kalman filtering routines for improved estimation of dynamic 3D motion data for missing and noisy time history applications, specifically for motion capture and IMU data files. I also have experience incorporating an automatic filtering and differentiation routine using power spectral assessment methods for optimal cut-off frequency selection for post-processing motion capture data. I have extensive experience performing data reduction and statistical analysis of experimental research and clinical results and conducting comparisons to advanced simulation results, utilizing custom Matlab and Python scripts as well as turnkey solutions (SAS, Minitab, R, Excel).
I have over 10 years of experience working as a biomechanical expert in an athlete’s interdisciplinary advisory team working in conjunction with nationally recognized swing coaches, athletic trainers, strength and conditional specialists, sports nutritionists, sports psychologists, and/or physical therapists. I have over 20 years experience utilizing high speed video analysis for biomechanical sports performance analysis and training for the golf swing, baseball hitting, baseball pitching, football throwing, football kicking, and basketball shooting. I also have over 5 years experience implementing constraint-based training aids and biofeedback technologies for reinforcing proper biomechanical movement and loading patterns.
I have over 10 years of experience in the development of internal compliance programs, standard operating procedures (SOP), and safety test requirements for a variety of testing environments. I also have extensive experience working with regulatory agencies on qualification testing protocols and laboratory standards from appropriate governing bodies including A2LA, ASTM, SAE, ASME, ANSI, FDA, and USGA.
I have contributed to research articles in orthopedic biomechanics and biomechanics of sport journals and have prepared and presented a number of posters and articles at medical and sports conferences. I have experience collaborating with a leading international golf coach for swing articles in national golf publications. I received my Bachelor of Science in Biomedical Engineering from the University of Iowa and completed all classwork requirements as a part-time student for the Master of Science in Biomedical Engineering – Biomechanics specialization from Marquette University while working full-time. In continuing education efforts, I have completed Six Sigma Green Belt certification requirements, have completed Design for Six Sigma (DFSS) training.