Making things
make sense

Senior Data Scientist stewarding a God-given passion for creation, design, and data to build meaningful experiences.


click for vibes

Britney Momanyi
MACHINE LEARNING · PRODUCT ANALYTICS
EXPERIMENTATIONA/B Testing · Causal Inference
FORECAST MODEL ACCURACY85%+
USER ENGAGEMENT LIFT+45%
DATA SOURCES UNIFIEDLinkedIn · Meta · GoDaddy
STACKPython · SQL · Databricks
STORYTELLINGData Visualization · Photography · Film

Projects

Public Data · Forecasting
Can we predict the next big hit?

A machine learning model that uses audio characteristics to estimate early streaming potential and help identify promising tracks before they gain traction.

3,000+TRACKS ANALYZED
Billboard / Spotify dataPythonPredictive Modeling
ML / Modeling
What drives housing prices in India?

A neural network model that forecasts residential property prices and reveals the factors contributing to housing value.

85%PREDICTIVE ACCURACY
PythonTensorFlowFeature Engineering
Product Analytics
How can engagement data guide platform growth?

Unified engagement data across Meta, LinkedIn, and GoDaddy to build a standardized measurement framework and uncover the signals driving platform growth.

+45%USER ENGAGEMENT
PythonRHypothesis Testing

About

I've always been fascinated by the process of making sense of things. Whether it's mathematics, design, photography, or technology, I love the moment when scattered pieces become something meaningful. There isn't always one right answer, only better questions, different perspectives, and countless ways to create something worth sharing.

That curiosity is what drew me to data science. I enjoy solving problems that don't come with instructions. I take ambiguous questions, uncover what actually matters, and build thoughtful solutions that help people make better decisions.

Outside of work, you'll usually find me behind a camera, drawing, trying a new recipe, or practicing the ukulele (still very much a work in progress). Faith and curiosity have always been the common thread. It shapes how I create, how I solve problems, and how I move through the world.

Education
BS, Data Science, George Washington University
Based in
United States

Experience

08/2024 — Now


03/2024 — 08/2024
Senior Data Scientist

Data Scientist Booz Allen Hamilton, Inc.
06/2023 — 12/2023
Data ScientistSummer Jobs Baltimore, LLC
05/2023 — 06/2023
Digital Transformation InternCognizant

Skills

Languages & Tools
Python SQL R HTML/ JavaScript
Experimentation
A/B Testing Hypothesis Testing Causal Analysis
ML & AI
Scikit-learn / TensorFlow NLP (HuggingFace, OpenAI) Model Evaluation
Data & BI
Databricks / Azure Power BI / Tableau ETL / Pipelines

Want to reach out for collaboration/ opportunities? Let's talk!