Logan Carlson
Machine Learning Engineer | Deploying Predictive Models That Drive Operational Excellence
- Role
- Data Engineer at Kwik Trip, Inc.
- Location
- Wausau, WI, US
- LinkedIn followers
- 500 followers
Experience
Data Engineer
Nov 2022 — Present
Designed and implemented an hourly sales forecasting system in Databricks, enabling management of machine learning models at store and SKU-level granularity. Collaborated with business stakeholders through iterative feedback sessions to refine and optimize modeling approaches, ensuring alignment with operational needs and strategic goals. Worked with software development team to develop a custom food production application by engaging directly with kitchen teams, empowering them to optimize production schedules and reduce food waste. Leveraged advanced technologies, including Apache Spark, Ray, and MLflow, to create a dynamic forecasting solution adaptable to changing business requirements. Partnered with cross-functional teams to enhance operational efficiency and improve predictive accuracy. Contributed to reduced waste and more strategic resource allocation across the supply chain through innovative forecasting solutions.Built a continuous streaming pipeline in Databricks for real-time fuel pump alerting and fuel flow rate monitoring. Delivered ETL pipelines in Databricks to migrate business reporting from Azure SQL and Cosmos DB application data stores.
Education
University of Wisconsin-Stevens Point
Master of Science - MS, Data Science
2017 — 2019
University of Wisconsin-Stevens Point
BS, Political Science, Public Administration & Policy Analysis
2006 — 2012
Skills
- Leadership
- Newspapers
- Analytic Thinking
- R
- Amazon Web Services (Aws)
- Matplotlib
- Apache Pig
- Social Media
- News Writing
- Social Media Marketing
- Numpy
- Editing
- Public Relations
- School Finance
- Media Relations
- Wordpress
- Journalism
- Policy Research
- Higher Education Policy
- Microsoft Excel
- Headline Writing
- Microsoft Sql Server
- Iphone
- Python
- Blogging
- Public Education
- Research
- Hadoop
- Writing
- Sql
- Education Policy
- Storytelling
- Mysql
- Intelligence Analysis
- Hive
- Politics
- Creative Writing
- Ap Style
- Ubuntu
- Pandas
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