Open to opportunities

Elisabeth Burger

@elisabethburger

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Aspiring data scientist with a strong foundation in mathematics.

United States

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can apply my skills in data analysis and algorithm development.

I am a dedicated and passionate individual pursuing a Master of Science in Mathematics and Computer Science. My academic journey at Northwestern University has equipped me with a solid foundation in theoretical mathematics and advanced computational methods. I am particularly interested in developing innovative algorithms for large-scale data analysis and artificial intelligence.

During my time as an Undergraduate Research Assistant, I contributed to the development of a novel graph-based clustering algorithm for dynamic social networks, implementing simulations in Python and C++. My research experience also includes a Mathematics Research Internship at the Illinois Institute of Technology, where I studied persistent homology in high-dimensional data analysis. I am proud to have co-authored a paper currently under review for the Journal of Complex Networks.

In addition to my academic achievements, I have worked on various projects, including an AI-powered theorem prover and a cryptographic voting protocol simulation. I have received recognition for my work, including being named Outstanding Undergraduate in Mathematics and Computer Science for 2024 and being a Barry Goldwater Scholarship Nominee in 2023. I am eager to apply my skills and knowledge in a challenging role that allows me to contribute to impactful projects.

Experience

Work history, roles, and key accomplishments

Undergraduate Research Assistant

Northwestern University

Sep 2023 - Present (1 year 10 months)

Developed a novel graph-based clustering algorithm for dynamic social networks. Implemented simulations in Python and C++ to test algorithm scalability and efficiency on large datasets.

Python C#)Graph Theory Algorithm Development Data Analysis Simulation

Mathematics Research Intern

Illinois Institute of Technology

Jun 2023 - Present (2 years 1 month)

Participated in an NSF-funded REU focusing on applications of topology in data science. Collaborated with a team to study persistent homology in high-dimensional data analysis and presented findings at the Joint Mathematics Meetings (JMM) 2024.

Topology Data Science Persistent Homology Collaboration Presentation Skills

President, ACM Student Chapter

Northwestern University

Sep 2022 - Present (2 years 10 months)

Organized coding hackathons, guest lectures, and algorithmic challenges. Initiated a mentorship program linking underclassmen with graduate student advisors.

Event Management Leadership Mentorship Community Building Public Speaking Project Coordination

Math Tutor

Evanston Community Learning Center

Jan 2022 - Present (3 years 6 months)

Tutored high school students in calculus, linear algebra, and discrete math. Provided academic support and guidance to improve student understanding and performance.

Tutoring Linear Algebra Discrete Math Mentoring Educational Support

Education

Degrees, certifications, and relevant coursework

Northwestern University

Bachelor of Science, Mathematics and Computer Science

Activities and societies: President, ACM Student Chapter; Math Tutor, Evanston Community Learning Center; Undergraduate Research Assistant, Department of Computer Science; Mathematics Research Intern, Illinois Institute of Technology; Dean’s List (All Semesters); Outstanding Undergraduate in Mathematics and Computer Science, 2024; Barry Goldwater Scholarship Nominee, 2023; ACM Programming Contest – Regional Finalist, 2022

Studied a comprehensive curriculum in mathematics and computer science, covering theoretical concepts and practical applications. Gained expertise in areas such as real analysis, abstract algebra, graph theory, machine learning, and artificial intelligence. Developed strong programming skills in Python, Java, and C++.