About Me
As a Data Scientist with a Ph.D. in Statistics, I bring extensive experience in machine learning, statistical modeling, and causal inference to the table. My proven track record includes developing and deploying advanced machine learning models and scalable data solutions, always with a focus on cutting-edge methodologies and technical innovations. I'm passionate about leveraging data to drive business decisions and create impactful solutions.
Work Experience
Senior Data Scientist - Growth
Stripe, Inc. | November 2023 - Present
- Partnered with cross-functional teams to improve product adoption and activation
- Built end-to-end pipelines for dynamic marketing email content and distribution
- Led the development of scalable tools for experiment analysis
Senior Data Scientist - Retail Growth
Shopify, Inc. | February 2022 - November 2023
- Delivered data products to drive user growth and subscription revenue
- Led online and offline experiments targeting users across funnels
- Developed causal-based machine learning models for marketing campaigns
Skills
Areas of Expertise
Machine Learning
Deep Learning
Predictive Modeling
Bayesian Statistics
Causal Inference
Time Series Analysis
Technical Skills
Python
R
SQL
GCP (BigQuery, Vertex AI, Looker)
PySpark
dbt
Airflow
PyTorch
TensorFlow
Education
- Ph.D. in Statistics, University of Waterloo, 2017-2020
- MSc in Statistics, University of British Columbia, 2015-2017
- BSc in Applied Mathematics, University of Notre Dame, 2012-2015