About Me
I am incredibly passionate about sustainability, with a specialized focus on transportation. I am excited about data science and machine learning and how it applies to transportation technology, with a broad scope of interests ranging from autonomous driving technology to mobility services. After graduating, I plan on pursuing a Ph. D. in transportation engineering.
Student Researcher
I currently work as a research assistant for Dr. Gregory Macfarlane in BYU's Transportation Lab.
- Major: Applied & Computational Mathematics
- Graduation Date: April 2024
- Concentration: Transportation Systems Engineering
- Degree: Bachelors of Science
I am excited about data science and machine learning and how it applies to transportation technology, with a broad scope of interests ranging from autonomous driving technology to travel demand modeling.
Resume
I began at Brigham Young University as a civil engineering student. However, I soon realized that while sustainability motivates me deeply, my interests increasingly gravitated toward mathematics and computer science. I aim to bring the rigorous mathematical computation and data science skills I am learning in BYU's ACME program to the world of transportation engineering and technology to identify and solve our world's biggest challenges.
Education
BS, Applied & Computational Mathematics Emphasis (ACME)
2019 - 2024
Brigham Young University, Provo, UT
- Concentration: Transportation Systems Engineering
- Awards: Brigham Young Grant, Civil Engineering Department Scholarship, Outstanding Performance in Mathematics Award
- Associations: Society of Women Engineers (SWE), Society for Industrial and Applied Mathematics (SIAM)
- Relevant Coursework: Linear & Nonlinear Analysis, Multivariable Calculus, Ordinary Differential Equations, Geomatics, Statics & Mechanics of Materials, Mathematical Programming, Algorithm Design and Optimization
Service & Leadership
Vice President of Recruitment
2023 - 2024
Society of Industrial & Applied Mathematics, BYU Chapter
Service Coordinator
2021 - 2022
American Society of Civil Engineers, BYU Chapter
Campaign Manager
2020 - 2021
BYU Student Association Presidential Election
Professional Experience
Transportation Research Assistant
2022 - Present
Provo, UT
- Building MATSim microsimulation to analyze and optimize the performance of UDOT Incident Management Teams (IMTs)
- Analyzing the influence pavement roughness has on e-scooter trip decisions
F.I.R.E. Lab Research Assistant
2022 - Present
Provo, UT
- Analyzing data measuring soil conditions of center pivot irrigation plots with Python to model the relationship between soil temperature and water saturation
- Predicting urban growth and it's influence on wildfire risk modeling in area surrounding Mount Nebo, UT
Student Structural Engineer
2021 - 2022
Acute Engineering, Orem, UT
- Completed 600+ hours of engineering 125+ homes contributing $25,000+ in revenue
- Calculated and specified structural elements in light-frame construction, marked blueprints with structural elements, and created calculation reports using Microsoft Excel and AutoCAD
Skills
Python
NumPy, SciPy, SymPy, PySpark, Matplotlib, Seaborn, Scikit-Learn, Pandas, Geopandas, Shapely, Folium
Machine Learning and Neural Networks
Expertise in machine learning, including neural networks, for predictive modeling and data-driven insights
Statistical Analysis and Time Series Modeling
Proficient in ARIMA models, Bayesian modeling, and state-space techniques for data analysis and prediction.
Mathematical Modeling and Simulation
Skilled in differential equations, numerical methods, and dynamical systems for modeling and simulating complex engineering systems.
Technical Writing
Proficient in preparing clear and concise technical reports, research papers, etc.
Multidisciplinary Collaboration
Experienced in effective teamwork within diverse research projects, integrating insights from various fields to achieve common objectives
Portfolio
Exploring innovative solutions and strategic research, this portfolio showcases a range of projects that emphasize smart logistics, technology integration, and social impact. From improving transportation efficiency with intelligent systems to addressing societal issues such as the wage gap, each project reflects a commitment to excellence and a forward-thinking approach.
- All
- Research
- School Projects
- Other
