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Analytical and organized performer

with a proven track record of

balancing multiple tasks and

solving complex problems.

Competent in data analysis,

experimental design, writing for

technical and general audiences.

Excited by the challenge of

capturing and understanding the

vast amounts of data that exist.

Technical Skills

Languages:

• Python (scikit-learn, NumPy,

Pandas, Matplotlib)

• R (tidyverse)

• SQL

• Bash

Statistics

• Descriptive

• Inferential

• Time series

• Machine learning

Software

• Tableau

• Microsoft Excel

• Microsoft Access

• Google Suite

• Linux

• Git/GitHub

Christopher Chan

Education

Experience

• Statistics, Biometry, Modeling Environment and Ecological Change Self-Learning

• Data Science Math Skills, Introduction to Algorithms, Introduction to Computational Thinking and Data Science

University of California, Santa Barbara – Aquatic Biology, B.S. Minor: Anthropology

March 2018

Personal Projects

Superstore Sales Prediction

Predicted the sales of products based on location and pricing data.

• Built and tuned a random forest model in R.

• Wrote a report that outlined key findings and areas of improvement. San Francisco Food Truck Map

Created an interactive Plotly map of food trucks in San Francisco.

• Statistical and spatial analysis conducted in Python with Jupyter Notebook and the SciPy, Pandas and Seaborn libraries.

Devereux Slough Time Series

Created a seasonal ARIMA with a Fourier Transform in R.

• Collected water quality data from loggers for over a year.

• Provided sound ecological explanations for the trends seen in the model. Marine Science Institute, UCSB

Undergraduate Researcher June 2017 – June 2018

Investigated the biodiversity and drivers of ecological change of California sandy beaches.

• Created a mixing model from stable isotope data in R. Santa Barbara Audubon Society

Ecology Intern March 2017 – June 2018

Built a water quality monitoring program from the ground up which gathered data on an estuary.

• Cleaned, analyzed and visualized water quality data with R and ggplot2.

• Managed a team of volunteers that collected and analyzed samples. Christian Righteousness Education Center

Teacher June 2016 – September 2016

Designed lesson plans that introduced essential English and grammar skills.

• Taught over 50 strudnets from grades 3 to 7.

Related Coursework

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