Koen Flores Email & Phone Number

San Antonio, TX, US

San Antonio, Texas, United States

Researching novel software and machine learning–based solutions to improve Human Performance.- Developed an FEA LLM Application to run probabilistic simulations for a behind armor blunt trauma injury mechanism.- Developing novel camera and computer-vision iOS applications to track the performance of athletes during weightlifting movements.- Developing.

Jacksonville, Florida, United States

- Created a novel R flexdashboard with leaflet and plotly widgets to monitor the daily member referral process- Aggregated and cleaned the health, geographic, financial data of ~4M members from 5 separate databases in SQL and R.- Developed a machine learning model that identified members with a Spanish language preference in R.

Gainesville, Florida Area

Predicting the strength of the Rectus femoris through Neural Networks. - Optimized lower limb sensor number by predicting muscle strength to 93% accuracy with a feed forward neural network.- Researched the impact of muscle strength on gait by analyzing 200 spreadsheets with 14 million data points each.- Developed a MATLAB algorithm that automates and.

Washington, USA

Comparative Study of Single Lead Fetal ECG Extraction Methods- Optimized channel quantity by extracting single lead fetal ECG from abdominal ECG using SVD and EEMD-ICA to 95% accuracy.- Developed a MATLAB algorithm to interpolate and align ECG periods for Singular Value Decomposition blind source separation. - Authored a research abstract that was accepted.

Gainesville, Florida Area

FES Myocycle Racer design and research intern for the 2020 Cybathlon. - Devised the first two-wheel FES cycle by designing a bow and wire, and a lever retractable wheels mechanism.- Examined FES cycle design through extensive research of electrode design, cycling biomechanics and human powered vehicles.