Data Science, python, SQL

Rachel Allgaier

**********@******.*** 404-***-****

EDUCATION

Georgia Institute of Technology, Atlanta, GA Expected Graduation: Dec 2021

• Bachelor of Science in Industrial Engineering

• Concentration in Analytics and Data Science

• GPA: 3.33/4.0, Major GPA: 3.7/4.0

EXPERIENCE

Cardlytics, Atlanta, GA Jan 2020 – Aug 2020

Data Science Intern

• Created SQL queries and regex statements to clean strings from billion line datasets

• Automated the process of cleaning strings by finding patterns within the data

• Increased revenue from major clients by writing a python web scraper (BS4 and Selenium) that allowed advertisers to trace spending to back to specific locations RESEARCH

Reinventing Mobility in Atlanta Aug 2019 – Dec 2019

• Received data from the GDOT and other transit authorities to analyze traffic patterns.

• Analyzed traffic data to visualize the traffic networks and infer the flow of the traffic. PROJECTS

Climate Change Analysis Fall 2020

Used machine learning to predict sustainability growth in countries.

• Web scraped and cleaned data from the World Energy Council using python and selenium.

• Utilized supervised and unsupervised machine learning algorithms to predict future growth for all countries and cluster into groups most susceptible to change their sustainability practices. Bureau of Labor Statistics Report Summer 2019

Manipulated and retrieved data from the Bureau of Labor Statistics.

• Retrieved and cleaned data from CSV, TXT, and XML files to populate a database using MySQL.

• Created a user-friendly GUI to visualize the data and make it more assessable. SKILLS

Software: Python, Pandas, NumPy, Matplotlib, BeautifulSoup, Selenium, Regular Expressions, HTML/CSS, SQL, R, Java

Engineering: Engineering Economics, Statistical Methods, Stochastic Manufacturing and Service Systems, Optimization, Probability

LEADERSHIP

Alternative Service Break Mar 2018 - present

• Spent breaks in college volunteering with various volunteer organizations

• Trip Director – coordinated with service organizations to plan 12+ trips throughout the year Psi Upsilon Fraternity Jan 2018 - present

• VP of Member Education – Oversaw new member education and scholarship of the fraternity

• Consistently held chair positions, managing social media and philanthropy Voice Peer Educator Aug 2019 - present

• Present to various campus organizations on topics of sexual violence and consent

• Plan and organize monthly events to raise awareness for our organization and cause

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