Nathan Suiter Email & Phone Number

United States

Azusa, California, United States

Collaboration: Collaborated closely with experienced computer scientists, utilizing MATLAB, Java, and Python, to automate and optimize data analysis processes for the P. denitrificans F1-ATPase dataset, contributing to increased efficiency and data accuracy.Algorithmic Analysis: Worked under the guidance of a principal researcher with specialized expertise in enzyme research, exercising relative autonomy in project tasks. Developed and fine-tuned machine learning algorithms for automated state detection, aiming to enhance the analysis of enzyme behavior.Automatized Detection Algorithm Development: Collaborated with peers to design and implement a Java-based automatic state detection algorithm, laying the groundwork for future advancements in the project. While the initial attempts had limited success, the groundwork proved instrumental for subsequent research.Machine Learning Algorithm Development: Applied machine learning techniques, including Random Forest and unsupervised learning, to perform state separation, enhancing the precision of data analysis and advancing our understanding of the enzyme's dynamic behavior.Experimental Data Analysis: Conducted data analysis using MATLAB, calculating average rotational velocity and angular positions to uncover the intricate relationship between position and velocity within transition states, facilitating the detection of hidden states within the dataset's small time steps.Conferences: I had the opportunity to present our research findings at the 64th, 65th, and 66th Annual Meeting of the Biophysical Society, where I shared our methodology and results of the research.Recognitions: Recognized for academic excellence and research contributions, receiving the Richter Scholars Research Fellowship and the California Space Grant Consortium Award.

Pasadena, California, United States

Participated in the Caltech SURF research fellowship the summer of 2020 and 2021 working on single-molecule experiments and developing theoretical analysis techniques.

Masters Of Science In Stastistical Science, Statistics

MSc program that emphasizes modern statistical methods and machine learning techniques. Coursework includes statistical inference.

Bachelor Of Science - Bs, Engineering, 3.725

Engineering with a systems specialization. Focus on software and hardware development as well as systems engineering oversight. Developed.

Bachelor Of Arts - Ba, Honors Humanities, 3.725

A Great Works course that focuses on writing, speaking, and critical thinking. Studied abroad in Wycliffe Hall in Oxford studying.