A Portland Oregon based engineer and masters in data science candidate with 7+ years of broad-based experience utilizing advanced data and analytical tools, building production grade metrics and visualizations, while integrating industrial engineering principles to drive continuous improvement for domestic and international customers.
Education
Willamette University
Masters in Data Science (MSDS) Planned Graduation August 2023
California Polytechnical State University, San Luis Obispo
Bachelor of Science, Industrial Engineering
Skills
SOFTWARE, PLATFORMS, AND PROGRAMMING
- SQL – Accessing, cleaning, and joining high volume data in a fast-paced manufacturing environment.
- R – Crafting visualizations through base
- R and ggplot. Writing web scraping scripts. Tuning and implementing machine learning models.
- Tableau – Design, build, implementation of production facing metrics and analytical tools for manager and executive level communication. Improving user access and understanding of production performance to enable better allocation of resources.
- Access/Excel/VBA – creating automated metrics and scrips to answer emergent questions.
- BASH – Basic file navigation and manipulation. Remote server interaction. Docker file building and deployment.
- GitHub – Project management and version control.
- Python – Basic level understanding and capability.
DATA SCIENCE
- Data Visualization – Using R and Tableau to analyze and interpret business anomalies through uncovering hidden trends.
- Data Engineering – Employing the ETL process in the setup, design, and management of PostgreSQL server/database relationship. joining of tables from cross platform databases (Teradata/Oracle/Microsoft SQL Server) and transforming information into useable content.
- Machine learning – Leveraging linear regression-based models to predict next day manufacturing performance for more efficient current day resource allocation.
- Survival Analysis and survival curve plotting to predict product life expectancy
Experience
INDUSTRIAL ENGINEER III, BOEING October 2016 – Current
BOEING PORTLAND, OR, USA – SUPPORT FOR ACTUATION SYSTEMS MANUFACTURING TEAM
- Team focal for analytics and metrics development using Tableau, Access, and Excel platforms
- Generation of Tableau dashboards through the integration of multiplatform SQL query building
- Development of statistical standard processes for production performance visibility including data cleaning, preparation, analysis, and site leadership level communication
- Automated daily report design, construction, and support
- Machining cell layout design and implementation
- Detailed production schedule recovery planning
- Plant staffing and machining capacity analysis in dynamic demand environment
BOEING SHEFFIELD, UK – 7 MONTHS TEMPORARY ASSIGNMENT
- User story design and development for web metric deployment
- Operation level time study analysis enabling targeted problem solving for cycle time reduction
- Training and support of Sheffield IE team
- Lean 3P (production preparation process) workshop support for transmission housings
- Third party supplier capacity and supply chain buffering analysis
- Work statement and movement scenario analysis providing solutions for over capacity cells
- New product cross site production planning and integration