Data Science

Claire Lee

************@*****.*** 714-***-**** U.S. Citizen

Education

B.S. in Statistics and Data Science University of California, Santa Barbara

● GPA: 3.64 Expected Graduation: June 2023 Sept 2020 - Current Relevant Courses

● Data Science Concepts and Analysis, Introduction to Statistical Machine Learning, Time Series, Introduction to Bayesian Data Analysis, SAS Base Programming, Intermediate Python Programming, Regression Analysis, Advanced Statistical Models

Udemy - Python for Data Science and Machine Learning Bootcamp Dec. 2022 - Jan. 2023

● Data Analysis with Numpy and Pandas, Data Visualization with Matplotlib and Seaborn, Introduction to Machine Learning, Recommender Systems, Regression and Classification Algorithms, Neural Nets California Food Handlers Card June 2023 - June 2026 Work Experience

Newport CH International July 2023 - Sept 2023

Logistics Coordinator Irvine, CA

● Managed booking, packing list, and shipping line information on cieTrade, a scrap trading and recycling software

● Coordinated with the Logistics Team to finish managing all shipment orders that were sent the day of

● Organized and formatted shipping information on Excel spreadsheets Private Math Tutor Aug 2021 - Current

● Improved 2 students’ algebra scores from 60% to 90%+ over the course of 5 months through weekly tutoring sessions by tailoring the learning curriculum to each students’ strengths and weaknesses Sushiya Express Sept. 2022 - Nov. 2022

Cashier and Server Part-Timer Goleta, CA

● Took and served orders, managed payments, and created a friendly and clean environment for customers Primeline Insurance & Financial Services July 2021 - August 2021 Office Clerk Intern Los Angeles, CA

● Increased efficiency by organizing customers’ records and insurance plans on Excel spreadsheets Projects

Time Series SARIMA model May 2023 - June 2023

● Created a Time Series model and forecasted the natural gas net generation in California

● Discovered that there’s a recurring fluctuation every 12 months and the forecasted values are within the 95% confidence intervals of the true values

Data Analysis Mini Project May 2023

● Aggregated datasets of water quality indicators and analyzed Chlorophyll-A to measure the primary productivity on U.S. coastal waters

● Discovered that each nutrient and Chlorophyll A have a positive correlation, and overall the East Coast had the highest productivity

Ecommerce Company Customer Data Analysis Dec. 2022

● Fitted and trained a Linear Regression model to predict customers’ yearly amount spent for the company

● Concluded that improving the website would strengthen the relationship between time spent on the website and dollars spent and that the app currently provides better business Skills

● Programming Languages: Python, R, SQL, SAS, Stan,

● Software: Microsoft Excel, cieTrade

● Data Analysis, Data Visualization, Machine Learning

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