William Marsan
Eden Prairie,MN
Summary
Computer Science and AI student with background in developing machine learning models, thoughtfully integrating AI solutions into educational systems, and researching reasoning improvements in large language models. Strengths include technical, organizational and philosophical skills pertaining to AI such as Python, automated workflows and ethical analysis. Previous work resulted in improved predictions for cybersecurity models.
Overview
6
6
years of professional experience
Work History
Machine Learning Researcher
North Dakota State University
Fargo, ND
05.2024 - 08.2024
- Developed, tested, and refined machine learning models to detect and classify cyberattacks using large datasets and supercomputers.
- Preprocessed and visualized data.
- Analyzed machine learning research.
- Used explainable AI tools to increase trust in model predictions.
- Improved state-of-the-art models through SMOTE and hyperparameter tuning using grid search.
Educational Technology Developer
UMN, Morris
Morris, MN
05.2023 - 08.2023
- Developed constructivist language learning software with a professor and student.
- Resolved dependency issues to get the inherited project running on local machines.
- Developed new filtering features for users.
- Added Karma Testing across the project.
Math Tutor
UMN, Morris
01.2021 - 01.2022
- Demonstrated proficiency in math concepts through Calculus 2.
- Prepared lessons and practice problems for college students in Algebra and Calculus.
- Volunteered to help the children of immigrant families learn math over several sessions (unaffiliated with the University).
Crew Member
Chipotle
05.2018 - 08.2020
- Cooked and served food, cleaned the restaurant, and operated the cash register in a fast-paced environment.
Education
BA - Computer Science
UMN, Morris
Morris05-2025
PSEO Student - gen-ed college courses
University of Northwestern, St. Paul
St. Paul05.2021
Skills
- Python
- TensorFlow
- PyTorch
- Machine learning
- Ethics and Philosophy of AI
- Java
- Javascript
- Typescript
- HTML
- SQL
- GitHub
- GitKraken
- Angular
- JUnit
- Karma
- Cyprus
- Interpersonal communication
- Critical thinking
- Empathy
- Positivity
- Problem solving
- Motivation
Projects
- Worked in an Agile team to design a web app that connected employees at our local food shelf with clients.
- Currently working with Philosophy Professor Mark Collier to prepare a joint presentation on AI in higher education.
- Currently researching how to improve the reasoning abilities of LLMs.
Achievements
- Four-year, full tuition scholarship to Morris
- Enrolled in Honors Program
- Selected to attend a FIRE (Foundation for Individual Rights and Expression) conference and asked to return for the Student Leadership Summit
Affiliations
- Varsity Soccer and Tennis
- Morris Philosophy Club President
- Founder of Morris Medley of Arts
- Ethics Bowl competitor
References
References available upon request.
Timeline
Machine Learning Researcher
North Dakota State University
05.2024 - 08.2024
Educational Technology Developer
UMN, Morris
05.2023 - 08.2023
Math Tutor
UMN, Morris
01.2021 - 01.2022
Crew Member
Chipotle
05.2018 - 08.2020
BA - Computer Science
UMN, Morris
PSEO Student - gen-ed college courses
University of Northwestern, St. Paul
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