Edward Wolfe Email & Phone Number

Berkeley, California, United States

• Designed and implemented a cutting-edge autoencoder algorithm using PyTorch, enhancing protoplanetary disk image reproduction by 2-3 orders of magnitude, surpassing the accuracy of traditional MCMC algorithms.
• Engineered and automated a comprehensive data, machine learning, and scoring pipeline, decreasing processing time by 50% and boosting model optimization efficiency.
• Integrated the Weight and Biases (wandb) API to streamline performance and efficiency tracking, enabling real-time monitoring and rapid iteration.
• Applied MCMC algorithms to generate high-quality training and testing datasets, showcasing expertise in statistical modeling and synthetic data creation.
• Presented complex data analysis findings to academic audiences and co-authored research papers, enhancing scientific communication and collaborative research skills.

Berkeley, California, United States

• Mentored a group of five students in determining Hubble's Constant (H_0) using time delays in lensed quasars, combining observations and cosmological equations.
• Researched and presented essential technical resources, including APIs for data extraction such as COSMOGRAIL and HOLICOW, to support the project's data needs.
• Assisted students in conceiving project ideas, drafting proposals, analyzing data, and drawing results, ensuring a thorough understanding of research methodologies.
• Oversaw the preparation of the final presentation and poster, showcasing the project's findings and methodologies, and compared results to previous calculations of H_0.

Washington, United States

• Conducted EDA on images of Martian craters using ArcGIS, identifying key features for Hartman isochrones.
• Collaborated on data visualization strategies, communicated findings, and met academic expectations.

Santa Monica, California, United States

• Tutored in two departments: Mathematics and STEM.
• Provided individual and group tutoring sessions focused on homework and project problems, reinforcing foundational knowledge and teaching applicable techniques across various subjects.
• Covered a wide range of subjects including: * Differential, integral, and multivariable calculus * Differential equations * Statistics and probability theory * Mechanics, fluid dynamics, optics * Modern physics.
• Developed mock exams and conducted supplementary review sessions.

Bachelor'S Degree, Astrophysics (Concentration In Data Science)

Activities and Societies: Active researcher

Associate'S Degree, Mathematics, 4.00/4.00