Kyle Curham

Data Scientist | Cognitive Scientist | Engineer | Transforming Complex Data into Profound Insights for Data-Driven Decision-Making

Orange City, Florida, United States of America

Research Expertise

Data Science
Computational Cognitive Neuroscience

About

As a dynamic and growth-oriented Data Scientist, I have extensive experience in data analytics, research and development, and engineering, with a particular focus on cognitive science and psychophysiology. Throughout my career, I have consistently demonstrated a goal-directed approach, leveraging advanced statistical techniques, machine learning algorithms, and data visualization tools to extract meaningful insights from complex datasets. <br> Being a forward-thinking professional, I led and managed end-to-end cognitive science experiments, from participant recruitment to the execution of data acquisition processes, ensuring the integrity and efficiency of research initiatives. My expertise extends to conducting advanced generative modeling and sophisticated graph theoretical analyses, providing unparalleled insights into dynamic fluctuations within large-scale networks. I am known for my ability to streamline data processing workflows through the implementation of automated pipelines in MATLAB and Python, resulting in a significant increase in team productivity. As a compassionate and motivational team member, I coordinate with multidisciplinary teams, including neuroscientists, clinicians, and engineers, to synthesize findings and integrate perspectives. Additionally, I have facilitated multimodal neuroimaging studies by creating efficient experimental protocols for the simultaneous use of electroencephalography and transcranial electrical stimulation, navigating complex regulatory processes while always adhering to ethical practices. Effective communication and collaboration are at the core of my approach, allowing me to work seamlessly with colleagues from diverse backgrounds. My problem-solving abilities have been instrumental in overcoming complex challenges, and my commitment to data ethics and privacy ensures that research initiatives are conducted responsibly and with the utmost integrity. Some of my skills are listed below: Data Visualization \| Statistical Data Analysis \| Experimental Design & Research \| Computational Modeling \| Machine Learning & AI \| Forecasting & Benchmarking

Legacy Map

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Publications

Logic Behind EEG Frequency Analysis
The Oxford Handbook of EEG Frequency
2022
Wrist-mounted smartphone-based navigation device for visually impaired people using ultrasonic sensing
2016 Fifth ICT International Student Project Conference (ICT-ISPC)
2016
Difference in Quality of Life during the Bone Healing Process in Patients with Upper or Lower Extremity Problems
Annual Global Healthcare Conference
2012
Brain activity diagnostics system for exoskeleton control
2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)
2022
Repetitive Transcranial Magnetic Stimulation (rTMS): A Large-Scale Retrospective Clinical Data Analysis Indicating rTMS as Effective Treatment for Generalized Anxiety Disorder (GAD)
Brain Stimulation
2020
Abstract #116: Simulations of temporal interference tCS in a realistic head model
Brain Stimulation
2019
On the Permanence Property in Spherical Spline Interpolation,
Unknown Venue
1982
Brain Waves Meet Real Life: Recent Advances in Mobile EEG
Psychophysiology
2018
Time‐Frequency, Source, and Connectivity Approaches to Study Dynamic Relations Between Monitoring, Control and Anxiety Across Development
Psychophysiology
2017
Multivariate Time-Series Brain Connectivity: A Sum-Up
Methods in Brain Connectivity Inference through Multivariate Time Series Analysis
2016
Midline Frontal ERPS and Theta Phase Alignment
Psychophysiology
2015
The Agony and the Ecstasy: Leveraging Physiological Indices of Reward and Threat Sensitivity to Improve Measurement of Clinical Phenomena
Psychophysiology
2014
Design of a quasi-passive knee exoskeleton to assist running
2008 IEEE/RSJ International Conference on Intelligent Robots and Systems
2008

Education

University of Arizona

Ph.D., Cognitive Neuroscience / January, 2022

Tucson, Arizona, United States of America

University of Arizona

M.A., Psychology / May, 2017

Tucson, Arizona, United States of America

Western Governors University

M.S., Data Analytics / November, 2023

Salt Lake City, Utah, United States of America

University of South Florida

B.S., Mechanical Engineering / May, 2012

Tampa, Florida, United States of America

University of South Florida

B.A., Psychology / May, 2013

Tampa, Florida, United States of America

Experience

University of Arizona

Consulting Data Scientist / November, 2022November, 2023

Identify and elucidate effects of transcranial magnetic stimulation on resting-state electrophysiology to maximize understanding of neural responses and open avenues for exploring new applications of neurostimulation techniques in clinical / research settings. Perform advanced statistical analysis on collected resting-state electrophysiological data by employing techniques such as time-frequency analysis and connectivity measures.

Principal Investigator / August, 2019May, 2021

Facilitated multimodal neuroimaging studies by creating efficient experimental protocols for simultaneous use of electroencephalography and transcranial electrical stimulation.

Graduate Assistant / August, 2017January, 2022

Devised specialized software and hardware solutions to meet stringent regulatory and business requirements, positioning organization at forefront of technological innovation in meeting industry standards.

Teaching Assistant / August, 2014January, 2022

Guided students in practical application of quantitative techniques through courses in Measurement and Statistics, Research Methods, and Neuroeconomics. Delivered courses on Drugs, Brain, and Developmental Psychology to render holistic perspectives on complex interactions between brain function, substance use, and human development.

University of South Florida

Research Assistant / August, 2012May, 2024

Maximized integrity of the experimental process by strategically overseeing cognitive science experiments, from participant recruitment to acquisition of electrophysiological signals.

Research Assistant / August, 2011May, 2012

Conducted in-depth analysis to assess prosthetic dynamics and kinematics across diverse environmental conditions to assure functional adaptation and optimal performance of prosthetic solutions.

Volusia County Schools

Teacher / August, 2023Present

Teaching - Probability and Statistics

DataAnnotation.tech

AI Researcher / November, 2023Present

Provide High-fidelity training data for AI training and development; critique AI models for A/B testing.

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