AB

Hi, I’m Audrey!

With a robust background in data science, machine ​learning, and policy analysis, I bring over two years of ​experience in AI training and research. Currently pursuing ​an M.S. in Data Science from the University of Colorado, ​Boulder, and holding a B.A. in Political Science from The ​University of Alabama, I am equipped with a diverse skill set ​to tackle complex data challenges.

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Experience

AI Analyst

Pattern ​Data

Ju​ly 2024 - Present

  • Trained and configured detection models, enhancing platform efficiency in processing ​medical records for litigation and personal injury cases.
  • Worked with LLMs and various modeling systems, testing and improving detection systems ​to optimize performance.
  • Utilized a diverse technology stack including Looker, LookML, Python, SQL, and Excel to ​develop and refine prompts meeting customer needs.
  • Collaborated with cross-functional teams, effectively communicating complex technical ​concepts to non-technical audiences and ensuring customer success.

Data Analyst Consultant

Self-Emp​loyed

Ma​y 2023 - July 2024

  • Conducted needs assessments to understand client requirements and developed tailored ​data solutions.
  • Created detailed reports and dashboards using Power BI, Excel, and Tableau, enabling ​clients to track key business metrics.
  • Developed predictive models and machine learning algorithms to forecast trends and ​identify patterns, improving client efficiency and planning.
  • Automated repetitive data tasks using Python scripts and Excel macros, saving clients ​significant time and reducing error rates.

Fr​eelance ​Data Scientist & AI Developer

G2i

Au​gust 2023 - July 2024

  • Engineered prompts for a data science-focused LLM to generate Python and SQL code, ​enhancing model accuracy.
  • Developed comprehensive documentation on prompt engineering techniques and model ​optimization strategies.
  • Tripled hourly freelance rate through consistent high-quality performance and delivery of ​innovative solutions.

Po​licy Sta​ff Writer

Ballotpedia

Au​gust 2023 - March 2024

  • Created and edited 200+ data-driven articles on court cases, laws, and policy influencers, ​contributing to Ballotpedia's policy coverage.
  • Developed complex Excel and VBA functions to automate data collection and processing, ​enhancing the efficiency of the policy team by up to 40%.
  • Created 20+ interactive data visualizations for Ballotpedia’s website.

Re​search A​ssistant

The University of Alabama

May 2022 - December 2023

  • Contributed to data-driven research projects using SQL and Python, including a county-​level analysis of water quality violations and state Vocational Rehabilitation financial ​outcomes.
  • Utilized advanced data manipulation and modeling techniques to drive research insights ​and recommendations.
  • Received an abstract acceptance to the 2024 National Council on Undergraduate Research ​Conference.

Di​gital Me​dia Specialist

Amelia Gayle Gorgas Library

January 2023 - August 2023

  • Provided support for digital media software, enhancing user experience with tools such as th​e Microsoft Suite (Excel, Access, Power BI) and the Adobe Creative Suite (Photoshop, Il​lustrator, InDesign).
  • St​reamlined library operations through advanced proficiency in Microsoft Excel, optimizing data​ workflows and reporting mechanisms.

Po​licy Fel​low

Disability Belongs (formerly RespectAbility)

Ja​nuary 2023 - June 2023

  • Analyzed datasets and created visualizations in Excel and Python to address issues related to​ politics and disabilities, informing internal and external stakeholders in the nonprofit and go​vernment sectors.
  • De​veloped 12+ data models to support public-facing webinars, increasing awareness and enga​gement on critical issues.

Government Relations Intern

RTI Inte​rnational

Ja​nuary 2022 - April 2022

  • Researched Congressional activities related to healthcare funding, providing valuable in​sights to inform legislative strategies.
  • Ap​plied advanced Excel functions to track and analyze data for 1,000+ pieces of legi​slation, improving data management.

Education

M.S.​, Data Scienc​e

The University of Colorado, Boulder (online)

July 2024 - May 2026

B.A, Political Science

The University of Alabama

Au​gust 2021 - May 2024

Certifications

Associate Data Scientist Certification

DataCamp

Google Data Analytics Professional Certificate

Google

Office Specialist: Excel Associate

Microsoft

Agile Project Management Professional Certification

Atlassian

Skills

Programming: Python • Pandas • NumPy • Matplotlib • Plotly • Scikit-learn • SciPy • Keras • ​PyTorch • TensorFlow • SQL • R

Software & Programs: Microsoft Excel • Power Query • Power Pivot • Pivot Tables • Macros • ​VLOOKUP • INDEX • VBA • Power BI • Tableau • Looker • LookML • Microsoft Access • ChatGPT ​• Microsoft Office • Jira • Slack • Asana • Canva

Techniques: Data Visualization • Statistical Analysis • Natural Language Processing (NLP) • ​Machine Learning (ML) • Artificial Intelligence (AI) • APIs • Agile Methodologies