DATA SCIENCE · ANALYTICS · MACHINE LEARNING

Hey, I'm Natalie.

I turn messy data into stories, systems & smarter decisions.

I'm a data scientist with a curious mind, a business lens, and a love for figuring out why things work the way they do. It's truly a passion of mine.

Explore my work ↗ More about me →
Exploring data, analytics & AI opportunities
Selected work ↓
PYTHON ✦ SQL ✦ MACHINE LEARNING ✦ DATA VISUALIZATION ✦ R ✦ PYTHON ✦ SQL ✦ MACHINE LEARNING ✦ DATA VISUALIZATION ✦ R ✦

01 / SELECTED WORK

A few things I've built.

01

DATA ANALYTICS · CAPSTONE

Waco Downtown
Farmers Market

Analyzed five years of vendor sales and payment data to surface patterns in market performance, participation, SNAP, Double Up Food Bucks and alternative payment systems.

Python Analytics Data Cleaning Visualization
View case study ↗
FIVE YEARS OF MARKET DATA
MARKET SALES 2019 — 2024
5 years analyzed
02

MACHINE LEARNING · CYBERSECURITY

Network Intrusion
Detection

Built a machine-learning model designed to distinguish malicious network behavior from legitimate traffic using scalable preprocessing and classification methods.

0.896 F1 SCORE
XGBoost RobustScaler Python Cybersecurity
View case study ↗

$ model.predict(network_traffic)

evaluating packets...

NORMAL 0.982

ATTACK 0.018

✓ classification complete

03

DEEP LEARNING · FINANCE

Financial
Forecasting

Compared multiple machine-learning and deep-learning approaches for financial time-series prediction.

LSTM GRU Transformer XGBoost
View case study ↗
MODEL PERFORMANCE GOOG
GRU LSTM CNN XGB
See all projects →

02 / A LITTLE ABOUT ME

I'm interested in the space where data, people, and business decisions meet.

My work spans analytics, machine learning, deep learning, cybersecurity, visualization, and leadership. I like projects that start with a complicated question and end with something people can actually understand and use.

Meet Natalie ↗

03 / BY THE NUMBERS

5

years of market data analyzed

0.896

F1 score on intrusion detection model

6

members on my capstone team

10K

steps I'm probably trying to hit today