Crystal Goulet

Education

University of California, Berkeley May 2024

B.A. in Data Science, Business/Industrial Analytics

Santa Barbara City College August 2021

A.A. in Science & Mathematics
A.A. in Social & Behavioral Science
A.A.-T in Economics

Relevant Coursework: Artificial Intelligence, Data Inference & Decisions, Computational Structures, Data Engineering, Optimization, Healthcare Analytics, Business Analytics, Probability, Statistics, Linear Algebra, Differential Equations, Engineering, Micro/Macro Econ (Honors), and more.

Highlighted Projects

Machine Learning - MNIST & Language Identification Summer 2024

Artificial Intelligence Class

Optimized deep learning models in PyTorch for classification.
Achieved 92.55% accuracy with feature tuning and batching.

View GitHub Repo

Mental Health in the Tech Industry Spring 2023

SAAS Club Decal

Analyzed over 1M health inspection records with Pandas.
Drove data-backed decisions for policy improvement.

View GitHub Repo

Predictive Business Modeling Summer 2022

Business Analytics Class

Built stochastic financial models to assess investment risks.
Applied optimization and sensitivity analysis to guide decisions.

View GitHub Repo

Production Control SQL Database Summer 2023

Systems & Analysis Design

Led team of 5 to plan, design, and implement SQL schema.
Improved data structure, consistency, and reporting capabilities.

Work Experience

Data Analytics Associate Spring 2022 – Fall 2023

UC Berkeley Senate

Applied NLP to student surveys to surface participation barriers.
Informed actionable policy change to improve inclusivity and engagement.

Supervisor, Quality Assurance, and Interview Facilitator Summer 2022

Thoroughbred Research Company

Managed data QA for survey collection operations.
Increased data reliability by streamlining workflows.

Massage Therapist August 2014 – Present

Claremont/Ritz-Carlton

Assessed client needs through intake data and physical cues, identifying patterns to customize treatment plans and track progress over time
Communicated effectively with diverse clients, translating complex physical feedback into actionable care decisions with measurable outcomes

Pet Sitter September 2022 – Present

Freelance

Provided personalized care for pets, specializing in those with special needs, including separation anxiety, behavioral sensitivities, and medical routines.
Maintained detailed care logs and clear communication with clients, building trust through consistency, empathy, and data-driven attention to each pet’s needs.

Skills

Programming & Tools: Python (NumPy, Pandas, PyTorch, TensorFlow, Scikit-learn), SQL, MATLAB, Java, JavaScript, Git/GitHub, Jupyter Notebooks, Visual Studio, IntelliJ
Data Engineering: Snowflake, MongoDB, PostgreSQL, SQLite, ETL, Data Cleaning & Preprocessing
Machine Learning: Neural Networks, Clustering (K-Means, KNN), Decision Trees, Regression, Bayesian Models, Time Series Forecasting
Analytics & Research: EDA, Feature Engineering, A/B Testing, Multivariate Testing, Risk Modeling, Statistical Modeling, Financial Analysis
Visualization: Tableau, Matplotlib

Leadership & Extracurriculars

Phi Theta Kappa Honors Society (Historian): Created digital archive and improved engagement.
Math Club (President): Led student initiatives and collaborative problem-solving events.
Women in Computer Science & Engineering (Project Manager): Managed events, budgets, and platforms for 200+ members.
Energy Club (Member): Participated in clean energy advocacy and weekly discussion meetings.

Contact Me

Email: cmgoulet@berkeley.edu

Phone: (480) 980-2215

LinkedIn: linkedin.com/in/crystal-goulet

GitHub: github.com/cmgoulet