Hayden Barogh
@hbarogh
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Work Experience
Data Science Intern
USDA-ARS•  May 2024 - August 2024•  Arlington, TX
Conducted extensive research on fire ant species using chemical profiles of venom alkaloids and gas chromatography-mass spectrometry (GC-MS) samples. Engineered features from chromatogram data, including peak characteristics, derivative features, and frequency domain features. Applied supervised and unsupervised learning techniques, including PCA, K-Means, t-SNE, UMAP, and various classification models. Achieved a 99% success rate in species identification through classification algorithms.
Undergraduate Research Assistant
Robotic Vision Laboratory•  August 2023 - May 2024•  Arlington, TX
Learned autonomous indoor navigation development using ROS and robotics systems. Leveraged Docker to create rapidly deployable application packages for production modules. Pioneered innovative navigation solutions tailored for low-end robot platforms, reducing error rates by 24%. Developed novel computer vision and sensor fusion neural networks using PyTorch to enhance performance capabilities.
IT Systems Intern
GM Financial•  October 2021 - May 2022•  Arlington, TX
Collaborated with a team of 6 to redesign the IT Root Site that provides information to over 10,000 employees. Spearheaded the design of a newswire for one of the IT homepages from concept to delivery. Employed analytical data methodology to improve the IT Root Site user activity by 8%.
Education
University of Texas at Arlington
BS in Computer Science•  August 2022 - Present•  GPA: 3.717
