Experience
Ryder Scott Company
Data Scientist
Current Role · Houston, TX
Latest
Projects
- Reservoir data science & analytics
- Machine learning for reserves estimation
Skills / Tools
Python
Machine Learning
Data Science
Petroleum Analytics
Impacts
- Saved $270K per year
- Eliminated 240+ manual hours annually
Tools
Automation Anywhere
Azure AI
Power Automate
Python
Power BI
SQL
AWS Redshift
Impacts
- Increased production by 17%
- Reduced variance by 12%
Tools
Lean / Six Sigma
Python
Power BI
t-test
Beta Distribution
Impacts
- Improved PM process 3×
- +80% on-time PM completion rate
Tools
Python
Power Automate
Spotfire
Chi-square
Correlation
Impacts
- Replaced month-long reconciliation with Knowledge Graph
- +15% click-through rate
Tools
PyTorch
Keras
Contextual Bandit
ARIMA
Deep-AR
CART
Projects
- Experimental Design & Market Research
Tools
Python
STATA
Factor Analysis
Regression
VIF
Projects
- Multivariate Regression, Clustering & ANOVA
Tools
Python
SPSS-AMOS
Clustering
ANOVA
KNN
More
Recommendations
Publication
Resume