Karson Du
Overview
1
1
year of professional experience
Work History
Intern
Southern California Edison
05.2023 - 08.2023
- Built machine learning models to accurately predict operational delays of construction and maintenance projects
- Utilized and expanded upon new and existing technologies and processes in the Digital Grid Services team to automate and speed up business processes
- Data analysis, visualizations, data engineering, data processing and cleaning on datasets of projects
Academic Intern
University of California, Berkeley
01.2023 - 05.2023
- Academic Intern for CS61B, an introductory computer science course with over 1600 students enrolled
- Assisted and lectured students through homeworks, labs, and project problems during lab sections and office hours
Education
Bachelors - Computer Science
University of California, Berkeley
Berkeley, CA05.2025
Bachelors - Data Science
University of California, Berkeley
Berkeley, CA05.2025
Skills
- Python
- Java
- HTML
- Javascript
- Unit testing
- Jira
- Git
- Pandas
- Power Automate
- Power BI
- SQL
- Seaborn
- Matplotlib
- Numpy
Coursework
- Structure and Interpretation of Computer Programs (CS61A)
- Data Structures and Algorithms (CS61B)
- Machine Structures (CS61C)
- Discrete Math and Probability Theory (CS70)
- Principles and Techniques of Data Science (DATA100)
- Probability for Data Science (DATA140)
- Introduction to Artificial Intelligence (CS188)
- Introduction to Machine Learning (CS189)
- Introduction to Robotics (EECS106A)
Projects
BYOW (Build your Own World), bit.ly/KarsonDemo, Worlds consist of rooms and hallways and are randomly generated and traversable through keyboard inputs.
Timeline
Intern
Southern California Edison
05.2023 - 08.2023
Academic Intern
University of California, Berkeley
01.2023 - 05.2023
Bachelors - Computer Science
University of California, Berkeley
Bachelors - Data Science
University of California, Berkeley