Resume

Education #

BS, Applied and Computational Mathematics Emphasis (ACME)
Brigham Young University | Provo, Utah
April 2026

• Concentration: Data Science & Machine Learning
• GPA: 3.98
• Academic Scholarship (3 years)

Skills #

Programming #

Python

NumPy

Pandas

scikit-learn

PyTorch

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Julia

SQL

C++

Java

HTML/CSS

Unix Shell

• Object-oriented programming
• Database management
• High-performance computing
• Git / GitHub
• Excel

Data Science & Machine Learning #

• Data visualization
• Data analysis
• Digital image processing
• Computer vision
• Machine learning
• Deep learning
• Numerical and dynamic optimization

Mathematics & Algorithms #

• Dynamic systems
• Numerical linear algebra
• Mathematical statistics

Curriculum in 2025 #

Bayesian modeling, hidden Markov models, state-space models, ARIMA models, optimal control, control theory

Experience #

Research Assistant
Brigham Young University — Biophysics Simulation Group | Provo, Utah
April 2024–Present

• Collaborate with a multidisciplinary team of physicists, biochemists, mathematicians, and computer scientists to develop and evaluate particle picking, image segmentation, and template matching algorithms and pipelines in cryo- electron tomography
• Analyze, visualize and present statistical findings related to a vast database of over 50 terabytes of three-dimensional images
• Write and optimize Python and Julia code for advanced image processing and object recognition tasks using algorithms such as Canny edge detection, SLIC superpixels, U-Net, etc.
• Leverage supercomputer resources to run image processing tasks, improving computational efficiency and enabling the analysis of high-resolution data
• Maintain code integrity using Git and GitHub

Financial and Executive Secretary
The Church of Jesus Christ of Latter-day Saints | Cali, Valle del Cauca, Colombia
March 2022–February 2023

• Streamlined financial systems and managed travel plans for 150 full-time representatives
• Designed and developed a VBA-based software tool to categorize 10,000 poorly formatted addresses into geographically organized lists which updated dynamically based on location and user input
• Provided 24/7 logistical, technological, and financial support to the president of the organization

Projects #

See the Projects page on this site.